YARN-10399 Refactor NodeQueueLoadMonitor class to make it extendable (#2228)
Refactor NodeQueueLoadMonitor class to make it extendable
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@ -0,0 +1,93 @@
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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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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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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.distributed;
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import java.util.Collection;
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import java.util.HashSet;
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import java.util.concurrent.atomic.AtomicInteger;
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import org.apache.hadoop.yarn.api.records.NodeId;
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/**
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* Represents a node in the cluster from the NodeQueueLoadMonitor's perspective
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*/
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public class ClusterNode {
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private final AtomicInteger queueLength = new AtomicInteger(0);
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private final AtomicInteger queueWaitTime = new AtomicInteger(-1);
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private long timestamp;
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final NodeId nodeId;
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private int queueCapacity = 0;
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private final HashSet<String> labels;
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public ClusterNode(NodeId nodeId) {
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this.nodeId = nodeId;
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this.labels = new HashSet<>();
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updateTimestamp();
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}
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public ClusterNode setQueueLength(int qLength) {
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this.queueLength.set(qLength);
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return this;
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}
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public ClusterNode setQueueWaitTime(int wTime) {
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this.queueWaitTime.set(wTime);
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return this;
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}
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public ClusterNode updateTimestamp() {
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this.timestamp = System.currentTimeMillis();
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return this;
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}
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public ClusterNode setQueueCapacity(int capacity) {
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this.queueCapacity = capacity;
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return this;
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}
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public ClusterNode setNodeLabels(Collection<String> labelsToAdd) {
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labels.clear();
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labels.addAll(labelsToAdd);
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return this;
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}
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public boolean hasLabel(String label) {
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return this.labels.contains(label);
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}
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public long getTimestamp() {
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return this.timestamp;
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}
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public AtomicInteger getQueueLength() {
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return this.queueLength;
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}
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public AtomicInteger getQueueWaitTime() {
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return this.queueWaitTime;
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}
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public int getQueueCapacity() {
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return this.queueCapacity;
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}
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public boolean isQueueFull() {
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return this.queueCapacity > 0 &&
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this.queueLength.get() >= this.queueCapacity;
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}
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}
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@ -40,8 +40,8 @@
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import java.util.concurrent.Executors;
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import java.util.concurrent.ScheduledExecutorService;
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import java.util.concurrent.TimeUnit;
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import java.util.concurrent.atomic.AtomicInteger;
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import java.util.concurrent.locks.ReentrantReadWriteLock;
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import java.util.stream.Collectors;
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import static org.apache.hadoop.yarn.conf.YarnConfiguration.DEFAULT_OPP_CONTAINER_ALLOCATION_NODES_NUMBER_USED;
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@ -53,10 +53,10 @@
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*/
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public class NodeQueueLoadMonitor implements ClusterMonitor {
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private final static Logger LOG = LoggerFactory.
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protected final static Logger LOG = LoggerFactory.
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getLogger(NodeQueueLoadMonitor.class);
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private int numNodesForAnyAllocation =
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protected int numNodesForAnyAllocation =
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DEFAULT_OPP_CONTAINER_ALLOCATION_NODES_NUMBER_USED;
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/**
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@ -70,14 +70,14 @@ public enum LoadComparator implements Comparator<ClusterNode> {
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@Override
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public int compare(ClusterNode o1, ClusterNode o2) {
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if (getMetric(o1) == getMetric(o2)) {
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return (int)(o2.timestamp - o1.timestamp);
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return (int)(o2.getTimestamp() - o1.getTimestamp());
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}
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return getMetric(o1) - getMetric(o2);
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}
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public int getMetric(ClusterNode c) {
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return (this == QUEUE_LENGTH) ?
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c.queueLength.get() : c.queueWaitTime.get();
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c.getQueueLength().get() : c.getQueueWaitTime().get();
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}
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/**
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@ -88,11 +88,11 @@ public int getMetric(ClusterNode c) {
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*/
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public boolean compareAndIncrement(ClusterNode c, int incrementSize) {
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if(this == QUEUE_LENGTH) {
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int ret = c.queueLength.addAndGet(incrementSize);
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if (ret <= c.queueCapacity) {
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int ret = c.getQueueLength().addAndGet(incrementSize);
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if (ret <= c.getQueueCapacity()) {
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return true;
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}
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c.queueLength.addAndGet(-incrementSize);
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c.getQueueLength().addAndGet(-incrementSize);
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return false;
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}
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// for queue wait time, we don't have any threshold.
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@ -100,57 +100,19 @@ public boolean compareAndIncrement(ClusterNode c, int incrementSize) {
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}
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}
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static class ClusterNode {
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private AtomicInteger queueLength = new AtomicInteger(0);
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private AtomicInteger queueWaitTime = new AtomicInteger(-1);
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private long timestamp;
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final NodeId nodeId;
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private int queueCapacity = 0;
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public ClusterNode(NodeId nodeId) {
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this.nodeId = nodeId;
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updateTimestamp();
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}
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public ClusterNode setQueueLength(int qLength) {
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this.queueLength.set(qLength);
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return this;
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}
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public ClusterNode setQueueWaitTime(int wTime) {
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this.queueWaitTime.set(wTime);
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return this;
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}
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public ClusterNode updateTimestamp() {
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this.timestamp = System.currentTimeMillis();
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return this;
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}
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public ClusterNode setQueueCapacity(int capacity) {
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this.queueCapacity = capacity;
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return this;
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}
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public boolean isQueueFull() {
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return this.queueCapacity > 0 &&
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this.queueLength.get() >= this.queueCapacity;
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}
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}
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private final ScheduledExecutorService scheduledExecutor;
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private final List<NodeId> sortedNodes;
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private final Map<NodeId, ClusterNode> clusterNodes =
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protected final List<NodeId> sortedNodes;
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protected final Map<NodeId, ClusterNode> clusterNodes =
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new ConcurrentHashMap<>();
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private final Map<String, RMNode> nodeByHostName =
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protected final Map<String, RMNode> nodeByHostName =
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new ConcurrentHashMap<>();
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private final Map<String, Set<NodeId>> nodeIdsByRack =
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protected final Map<String, Set<NodeId>> nodeIdsByRack =
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new ConcurrentHashMap<>();
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private final LoadComparator comparator;
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private QueueLimitCalculator thresholdCalculator;
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private ReentrantReadWriteLock sortedNodesLock = new ReentrantReadWriteLock();
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private ReentrantReadWriteLock clusterNodesLock =
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protected final LoadComparator comparator;
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protected QueueLimitCalculator thresholdCalculator;
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protected ReentrantReadWriteLock sortedNodesLock = new ReentrantReadWriteLock();
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protected ReentrantReadWriteLock clusterNodesLock =
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new ReentrantReadWriteLock();
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Runnable computeTask = new Runnable() {
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@ -160,9 +122,7 @@ public void run() {
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writeLock.lock();
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try {
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try {
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List<NodeId> nodeIds = sortNodes();
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sortedNodes.clear();
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sortedNodes.addAll(nodeIds);
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updateSortedNodes();
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} catch (Exception ex) {
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LOG.warn("Got Exception while sorting nodes..", ex);
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}
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@ -193,6 +153,14 @@ public NodeQueueLoadMonitor(long nodeComputationInterval,
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numNodesForAnyAllocation = numNodes;
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}
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protected void updateSortedNodes() {
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List<NodeId> nodeIds = sortNodes(true).stream()
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.map(n -> n.nodeId)
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.collect(Collectors.toList());
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sortedNodes.clear();
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sortedNodes.addAll(nodeIds);
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}
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List<NodeId> getSortedNodes() {
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return sortedNodes;
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}
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@ -239,6 +207,7 @@ public void removeNode(RMNode removedRMNode) {
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ClusterNode node;
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try {
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node = this.clusterNodes.remove(removedRMNode.getNodeID());
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onNodeRemoved(node);
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} finally {
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writeLock.unlock();
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}
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@ -251,6 +220,13 @@ public void removeNode(RMNode removedRMNode) {
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}
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}
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/**
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* Provide an integration point for extended class
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* @param node the node removed
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*/
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protected void onNodeRemoved(ClusterNode node) {
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}
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@Override
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public void updateNode(RMNode rmNode) {
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LOG.debug("Node update event from: {}", rmNode.getNodeID());
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@ -260,18 +236,29 @@ public void updateNode(RMNode rmNode) {
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opportunisticContainersStatus =
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OpportunisticContainersStatus.newInstance();
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}
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int opportQueueCapacity =
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opportunisticContainersStatus.getOpportQueueCapacity();
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int estimatedQueueWaitTime =
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opportunisticContainersStatus.getEstimatedQueueWaitTime();
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int waitQueueLength = opportunisticContainersStatus.getWaitQueueLength();
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// Add nodes to clusterNodes. If estimatedQueueTime is -1, ignore node
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// UNLESS comparator is based on queue length.
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ReentrantReadWriteLock.WriteLock writeLock = clusterNodesLock.writeLock();
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writeLock.lock();
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try {
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ClusterNode currentNode = this.clusterNodes.get(rmNode.getNodeID());
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if (currentNode == null) {
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ClusterNode clusterNode = this.clusterNodes.get(rmNode.getNodeID());
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if (clusterNode == null) {
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onNewNodeAdded(rmNode, opportunisticContainersStatus);
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} else {
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onExistingNodeUpdated(rmNode, clusterNode, opportunisticContainersStatus);
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}
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} finally {
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writeLock.unlock();
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}
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}
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protected void onNewNodeAdded(
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RMNode rmNode, OpportunisticContainersStatus status) {
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int opportQueueCapacity = status.getOpportQueueCapacity();
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int estimatedQueueWaitTime = status.getEstimatedQueueWaitTime();
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int waitQueueLength = status.getWaitQueueLength();
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if (rmNode.getState() != NodeState.DECOMMISSIONING &&
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(estimatedQueueWaitTime != -1 ||
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comparator == LoadComparator.QUEUE_LENGTH)) {
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@ -279,22 +266,40 @@ public void updateNode(RMNode rmNode) {
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new ClusterNode(rmNode.getNodeID())
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.setQueueWaitTime(estimatedQueueWaitTime)
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.setQueueLength(waitQueueLength)
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.setNodeLabels(rmNode.getNodeLabels())
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.setQueueCapacity(opportQueueCapacity));
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LOG.info("Inserting ClusterNode [" + rmNode.getNodeID() + "] " +
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"with queue wait time [" + estimatedQueueWaitTime + "] and " +
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"wait queue length [" + waitQueueLength + "]");
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LOG.info(
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"Inserting ClusterNode [{}] with queue wait time [{}] and "
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+ "wait queue length [{}]",
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rmNode.getNode(),
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estimatedQueueWaitTime,
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waitQueueLength
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);
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} else {
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LOG.warn("IGNORING ClusterNode [" + rmNode.getNodeID() + "] " +
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"with queue wait time [" + estimatedQueueWaitTime + "] and " +
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"wait queue length [" + waitQueueLength + "]");
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LOG.warn(
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"IGNORING ClusterNode [{}] with queue wait time [{}] and "
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+ "wait queue length [{}]",
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rmNode.getNode(),
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estimatedQueueWaitTime,
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waitQueueLength
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);
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}
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} else {
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}
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protected void onExistingNodeUpdated(
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RMNode rmNode, ClusterNode clusterNode,
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OpportunisticContainersStatus status) {
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int estimatedQueueWaitTime = status.getEstimatedQueueWaitTime();
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int waitQueueLength = status.getWaitQueueLength();
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if (rmNode.getState() != NodeState.DECOMMISSIONING &&
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(estimatedQueueWaitTime != -1 ||
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comparator == LoadComparator.QUEUE_LENGTH)) {
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currentNode
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clusterNode
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.setQueueWaitTime(estimatedQueueWaitTime)
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.setQueueLength(waitQueueLength)
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.setNodeLabels(rmNode.getNodeLabels())
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.updateTimestamp();
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LOG.debug("Updating ClusterNode [{}] with queue wait time [{}] and"
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+ " wait queue length [{}]", rmNode.getNodeID(),
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@ -303,12 +308,8 @@ public void updateNode(RMNode rmNode) {
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} else {
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this.clusterNodes.remove(rmNode.getNodeID());
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LOG.info("Deleting ClusterNode [" + rmNode.getNodeID() + "] " +
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"with queue wait time [" + currentNode.queueWaitTime + "] and " +
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"wait queue length [" + currentNode.queueLength + "]");
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}
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}
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} finally {
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writeLock.unlock();
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"with queue wait time [" + clusterNode.getQueueWaitTime() + "] and " +
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"wait queue length [" + clusterNode.getQueueLength() + "]");
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}
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}
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@ -374,7 +375,7 @@ public RMNode selectRackLocalNode(String rackName, Set<String> blacklist) {
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}
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public RMNode selectAnyNode(Set<String> blacklist) {
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List<NodeId> nodeIds = selectLeastLoadedNodes(numNodesForAnyAllocation);
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List<NodeId> nodeIds = getCandidatesForSelectAnyNode();
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int size = nodeIds.size();
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if (size <= 0) {
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return null;
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@ -395,22 +396,26 @@ public RMNode selectAnyNode(Set<String> blacklist) {
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return null;
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}
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private void removeFromNodeIdsByRack(RMNode removedNode) {
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protected List<NodeId> getCandidatesForSelectAnyNode() {
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return selectLeastLoadedNodes(numNodesForAnyAllocation);
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}
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protected void removeFromNodeIdsByRack(RMNode removedNode) {
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nodeIdsByRack.computeIfPresent(removedNode.getRackName(),
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(k, v) -> v).remove(removedNode.getNodeID());
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}
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private void addIntoNodeIdsByRack(RMNode addedNode) {
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protected void addIntoNodeIdsByRack(RMNode addedNode) {
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nodeIdsByRack.compute(addedNode.getRackName(), (k, v) -> v == null ?
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ConcurrentHashMap.newKeySet() : v).add(addedNode.getNodeID());
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}
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private List<NodeId> sortNodes() {
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protected List<ClusterNode> sortNodes(boolean excludeFullNodes) {
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ReentrantReadWriteLock.ReadLock readLock = clusterNodesLock.readLock();
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readLock.lock();
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try {
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ArrayList aList = new ArrayList<>(this.clusterNodes.values());
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List<NodeId> retList = new ArrayList<>();
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ArrayList<ClusterNode> aList = new ArrayList<>(this.clusterNodes.values());
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List<ClusterNode> retList = new ArrayList<>();
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Object[] nodes = aList.toArray();
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// Collections.sort would do something similar by calling Arrays.sort
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// internally but would finally iterate through the input list (aList)
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@ -420,9 +425,11 @@ private List<NodeId> sortNodes() {
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Arrays.sort(nodes, (Comparator)comparator);
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for (int j=0; j < nodes.length; j++) {
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ClusterNode cNode = (ClusterNode)nodes[j];
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// Exclude nodes whose queue is already full.
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if (!cNode.isQueueFull()) {
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retList.add(cNode.nodeId);
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// Only add node to the result list when either condition is met:
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// 1. we don't exclude full nodes
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// 2. we do exclude full nodes, but the current node is not full
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if (!excludeFullNodes || !cNode.isQueueFull()) {
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retList.add(cNode);
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}
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}
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return retList;
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@ -20,7 +20,6 @@
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import org.apache.hadoop.yarn.api.records.NodeId;
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import org.apache.hadoop.yarn.server.api.records.ContainerQueuingLimit;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.distributed.NodeQueueLoadMonitor.ClusterNode;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.distributed.NodeQueueLoadMonitor.LoadComparator;
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import java.util.List;
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