YARN-7541. Node updates don't update the maximum cluster capability for resources other than CPU and memory
(cherry picked from commit 8498d287cd
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(cherry picked from commit 0e73efb1ad68398ce5f7cde51466cea8c2153659)
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@ -19,6 +19,7 @@
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package org.apache.hadoop.yarn.api.records;
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import java.util.Arrays;
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import java.util.Map;
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import org.apache.commons.lang.NotImplementedException;
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import org.apache.hadoop.classification.InterfaceAudience;
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@ -84,6 +85,26 @@ public abstract class Resource implements Comparable<Resource> {
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return new LightWeightResource(memory, vCores);
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}
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/**
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* Create a new {@link Resource} instance with the given CPU and memory
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* values and additional resource values as set in the {@code others}
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* parameter. Note that the CPU and memory settings in the {@code others}
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* parameter will be ignored.
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*
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* @param memory the memory value
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* @param vCores the CPU value
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* @param others a map of other resource values indexed by resource name
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* @return a {@link Resource} instance with the given resource values
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*/
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@Public
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@Stable
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public static Resource newInstance(long memory, int vCores,
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Map<String, Long> others) {
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ResourceInformation[] info = ResourceUtils.createResourceTypesArray(others);
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return new LightWeightResource(memory, vCores, info);
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}
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@InterfaceAudience.Private
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@InterfaceStability.Unstable
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public static Resource newInstance(Resource resource) {
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@ -641,7 +641,6 @@ public class ResourceUtils {
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return result;
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}
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/**
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* Reinitialize all resource types from external source (in case of client,
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* server will send the updated list and local resourceutils cache will be
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@ -662,4 +661,34 @@ public class ResourceUtils {
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ResourceUtils
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.initializeResourcesFromResourceInformationMap(resourceInformationMap);
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}
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/**
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* Create an array of {@link ResourceInformation} objects corresponding to
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* the passed in map of names to values. The array will be ordered according
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* to the order returned by {@link #getResourceTypesArray()}. The value of
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* each resource type in the returned array will either be the value given for
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* that resource in the {@code res} parameter or, if none is given, 0.
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*
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* @param res the map of resource type values
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* @return an array of {@link ResourceInformation} instances
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*/
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public static ResourceInformation[] createResourceTypesArray(Map<String,
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Long> res) {
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ResourceInformation[] info = new ResourceInformation[resourceTypes.size()];
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for (Entry<String, Integer> entry : RESOURCE_NAME_TO_INDEX.entrySet()) {
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int index = entry.getValue();
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Long value = res.get(entry.getKey());
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if (value == null) {
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value = 0L;
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}
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info[index] = new ResourceInformation();
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ResourceInformation.copy(resourceTypesArray[index], info[index]);
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info[index].setValue(value);
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}
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return info;
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}
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}
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@ -24,11 +24,14 @@ import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.classification.InterfaceAudience;
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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.api.records.ResourceInformation;
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import org.apache.hadoop.yarn.api.records.ResourceRequest;
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import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
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import org.apache.hadoop.yarn.util.resource.Resources;
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import org.apache.hadoop.yarn.util.resource.ResourceUtils;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collections;
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import java.util.Comparator;
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import java.util.HashMap;
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@ -60,11 +63,16 @@ public class ClusterNodeTracker<N extends SchedulerNode> {
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Resources.clone(Resources.none());
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// Max allocation
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private long maxNodeMemory = -1;
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private int maxNodeVCores = -1;
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private final long[] maxAllocation;
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private Resource configuredMaxAllocation;
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private boolean forceConfiguredMaxAllocation = true;
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private long configuredMaxAllocationWaitTime;
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private boolean reportedMaxAllocation = false;
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public ClusterNodeTracker() {
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maxAllocation = new long[ResourceUtils.getNumberOfKnownResourceTypes()];
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Arrays.fill(maxAllocation, -1);
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}
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public void addNode(N node) {
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writeLock.lock();
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@ -208,17 +216,18 @@ public class ClusterNodeTracker<N extends SchedulerNode> {
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forceConfiguredMaxAllocation = false;
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}
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if (forceConfiguredMaxAllocation
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|| maxNodeMemory == -1 || maxNodeVCores == -1) {
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if (forceConfiguredMaxAllocation || !reportedMaxAllocation) {
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return configuredMaxAllocation;
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}
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Resource ret = Resources.clone(configuredMaxAllocation);
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if (ret.getMemorySize() > maxNodeMemory) {
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ret.setMemorySize(maxNodeMemory);
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for (int i = 0; i < maxAllocation.length; i++) {
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ResourceInformation info = ret.getResourceInformation(i);
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if (info.getValue() > maxAllocation[i]) {
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info.setValue(maxAllocation[i]);
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}
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if (ret.getVirtualCores() > maxNodeVCores) {
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ret.setVirtualCores(maxNodeVCores);
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}
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return ret;
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@ -229,31 +238,51 @@ public class ClusterNodeTracker<N extends SchedulerNode> {
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private void updateMaxResources(SchedulerNode node, boolean add) {
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Resource totalResource = node.getTotalResource();
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ResourceInformation[] totalResources;
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if (totalResource != null) {
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totalResources = totalResource.getResources();
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} else {
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LOG.warn(node.getNodeName() + " reported in with null resources, which "
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+ "indicates a problem in the source code. Please file an issue at "
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+ "https://issues.apache.org/jira/secure/CreateIssue!default.jspa");
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return;
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}
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writeLock.lock();
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try {
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if (add) { // added node
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long nodeMemory = totalResource.getMemorySize();
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if (nodeMemory > maxNodeMemory) {
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maxNodeMemory = nodeMemory;
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// If we add a node, we must have a max allocation for all resource
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// types
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reportedMaxAllocation = true;
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for (int i = 0; i < maxAllocation.length; i++) {
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long value = totalResources[i].getValue();
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if (value > maxAllocation[i]) {
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maxAllocation[i] = value;
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}
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int nodeVCores = totalResource.getVirtualCores();
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if (nodeVCores > maxNodeVCores) {
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maxNodeVCores = nodeVCores;
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}
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} else { // removed node
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if (maxNodeMemory == totalResource.getMemorySize()) {
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maxNodeMemory = -1;
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boolean recalculate = false;
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for (int i = 0; i < maxAllocation.length; i++) {
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if (totalResources[i].getValue() == maxAllocation[i]) {
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// No need to set reportedMaxAllocation to false here because we
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// will recalculate before we release the lock.
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maxAllocation[i] = -1;
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recalculate = true;
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}
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if (maxNodeVCores == totalResource.getVirtualCores()) {
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maxNodeVCores = -1;
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}
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// We only have to iterate through the nodes if the current max memory
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// or vcores was equal to the removed node's
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if (maxNodeMemory == -1 || maxNodeVCores == -1) {
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if (recalculate) {
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// Treat it like an empty cluster and add nodes
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for (N n : nodes.values()) {
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updateMaxResources(n, true);
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}
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reportedMaxAllocation = false;
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nodes.values().forEach(n -> updateMaxResources(n, true));
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}
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}
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} finally {
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@ -49,6 +49,10 @@ public class MockNodes {
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private static int NODE_ID = 0;
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private static RecordFactory recordFactory = RecordFactoryProvider.getRecordFactory(null);
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public static void resetHostIds() {
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NODE_ID = 0;
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}
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public static List<RMNode> newNodes(int racks, int nodesPerRack,
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Resource perNode) {
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List<RMNode> list = Lists.newArrayList();
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@ -17,16 +17,21 @@
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*/
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package org.apache.hadoop.yarn.server.resourcemanager.scheduler;
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import java.util.Collections;
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import java.util.List;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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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.server.resourcemanager.MockNodes;
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import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNode;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FSSchedulerNode;
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import org.apache.hadoop.yarn.util.resource.ResourceUtils;
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import org.junit.Before;
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import org.junit.Test;
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import java.util.List;
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import static org.junit.Assert.assertEquals;
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/**
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* loss of generality.
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*/
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public class TestClusterNodeTracker {
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private ClusterNodeTracker<FSSchedulerNode> nodeTracker =
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new ClusterNodeTracker<>();
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private ClusterNodeTracker<FSSchedulerNode> nodeTracker;
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@Before
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public void setup() {
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nodeTracker = new ClusterNodeTracker<>();
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}
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private void addEight4x4Nodes() {
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MockNodes.resetHostIds();
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List<RMNode> rmNodes =
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MockNodes.newNodes(2, 4, Resource.newInstance(4096, 4));
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for (RMNode rmNode : rmNodes) {
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@Test
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public void testGetNodeCount() {
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addEight4x4Nodes();
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assertEquals("Incorrect number of nodes in the cluster",
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8, nodeTracker.nodeCount());
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@ -57,6 +67,7 @@ public class TestClusterNodeTracker {
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@Test
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public void testGetNodesForResourceName() throws Exception {
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addEight4x4Nodes();
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assertEquals("Incorrect number of nodes matching ANY",
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8, nodeTracker.getNodesByResourceName(ResourceRequest.ANY).size());
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assertEquals("Incorrect number of nodes matching node",
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1, nodeTracker.getNodesByResourceName("host0").size());
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}
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@Test
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public void testMaxAllowedAllocation() {
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// Add a third resource
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Configuration conf = new Configuration();
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conf.set(YarnConfiguration.RESOURCE_TYPES, "test1");
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ResourceUtils.resetResourceTypes(conf);
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setup();
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Resource maximum = Resource.newInstance(10240, 10,
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Collections.singletonMap("test1", 10L));
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nodeTracker.setConfiguredMaxAllocation(maximum);
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Resource result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("With no nodes added, the ClusterNodeTracker did not return "
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+ "the configured max allocation", maximum, result);
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List<RMNode> smallNodes =
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MockNodes.newNodes(1, 1, Resource.newInstance(1024, 2,
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Collections.singletonMap("test1", 4L)));
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FSSchedulerNode smallNode = new FSSchedulerNode(smallNodes.get(0), false);
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List<RMNode> mediumNodes =
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MockNodes.newNodes(1, 1, Resource.newInstance(4096, 2,
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Collections.singletonMap("test1", 2L)));
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FSSchedulerNode mediumNode = new FSSchedulerNode(mediumNodes.get(0), false);
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List<RMNode> largeNodes =
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MockNodes.newNodes(1, 1, Resource.newInstance(16384, 4,
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Collections.singletonMap("test1", 1L)));
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FSSchedulerNode largeNode = new FSSchedulerNode(largeNodes.get(0), false);
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nodeTracker.addNode(mediumNode);
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("With a single node added, the ClusterNodeTracker did not "
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+ "return that node's resources as the maximum allocation",
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mediumNodes.get(0).getTotalCapability(), result);
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nodeTracker.addNode(smallNode);
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("With two nodes added, the ClusterNodeTracker did not "
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+ "return a the maximum allocation that was the max of their aggregate "
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+ "resources",
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Resource.newInstance(4096, 2, Collections.singletonMap("test1", 4L)),
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result);
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nodeTracker.removeNode(smallNode.getNodeID());
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("After removing a node, the ClusterNodeTracker did not "
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+ "recalculate the adjusted maximum allocation correctly",
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mediumNodes.get(0).getTotalCapability(), result);
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nodeTracker.addNode(largeNode);
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("With two nodes added, the ClusterNodeTracker did not "
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+ "return a the maximum allocation that was the max of their aggregate "
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+ "resources",
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Resource.newInstance(10240, 4, Collections.singletonMap("test1", 2L)),
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result);
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nodeTracker.removeNode(largeNode.getNodeID());
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("After removing a node, the ClusterNodeTracker did not "
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+ "recalculate the adjusted maximum allocation correctly",
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mediumNodes.get(0).getTotalCapability(), result);
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nodeTracker.removeNode(mediumNode.getNodeID());
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("After removing all nodes, the ClusterNodeTracker did not "
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+ "return the configured maximum allocation", maximum, result);
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nodeTracker.addNode(smallNode);
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nodeTracker.addNode(mediumNode);
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nodeTracker.addNode(largeNode);
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("With three nodes added, the ClusterNodeTracker did not "
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+ "return a the maximum allocation that was the max of their aggregate "
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+ "resources",
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Resource.newInstance(10240, 4, Collections.singletonMap("test1", 4L)),
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result);
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nodeTracker.removeNode(smallNode.getNodeID());
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nodeTracker.removeNode(mediumNode.getNodeID());
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nodeTracker.removeNode(largeNode.getNodeID());
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result = nodeTracker.getMaxAllowedAllocation();
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assertEquals("After removing all nodes, the ClusterNodeTracker did not "
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+ "return the configured maximum allocation", maximum, result);
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}
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}
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