YARN-595. Refactor fair scheduler to use common Resources. Contributed by Sandy Ryza.

git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/trunk@1475670 13f79535-47bb-0310-9956-ffa450edef68

hadoop-yarn-project/CHANGES.txt

@@ -184,6 +184,9 @@ Release 2.0.5-beta - UNRELEASED
     YARN-577. Add application-progress also to ApplicationReport. (Hitesh Shah
     via vinodkv)
 
+    YARN-595. Refactor fair scheduler to use common Resources. (Sandy Ryza
+    via tomwhite)
+
   OPTIMIZATIONS
 
   BUG FIXES

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/resource/Resources.java

@@ -208,4 +208,14 @@ public class Resources {
       Resource lhs, Resource rhs) {
     return resourceCalculator.compare(clusterResource, lhs, rhs) >= 0 ? lhs : rhs;
   }
+  
+  public static boolean fitsIn(Resource smaller, Resource bigger) {
+    return smaller.getMemory() <= bigger.getMemory() &&
+        smaller.getVirtualCores() <= bigger.getVirtualCores();
+  }
+  
+  public static Resource componentwiseMin(Resource lhs, Resource rhs) {
+    return createResource(Math.min(lhs.getMemory(), rhs.getMemory()),
+        Math.min(lhs.getVirtualCores(), rhs.getVirtualCores()));
+  }
 }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSLeafQueue.java

@@ -33,6 +33,7 @@ import org.apache.hadoop.security.authorize.AccessControlList;
 import org.apache.hadoop.yarn.api.records.QueueACL;
 import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 
 public class FSLeafQueue extends FSQueue {
   private static final Log LOG = LogFactory.getLog(
@@ -126,8 +127,8 @@ public class FSLeafQueue extends FSQueue {
             + demand);
       }
       demand = Resources.add(demand, toAdd);
-      if (Resources.greaterThanOrEqual(demand, maxRes)) {
-        demand = maxRes;
+      demand = Resources.componentwiseMin(demand, maxRes);
+      if (Resources.equals(demand, maxRes)) {
         break;
       }
     }
@@ -153,7 +154,7 @@ public class FSLeafQueue extends FSQueue {
     for (AppSchedulable sched : appScheds) {
       if (sched.getRunnable()) {
         assigned = sched.assignContainer(node);
-        if (Resources.greaterThan(assigned, Resources.none())) {
+        if (!assigned.equals(Resources.none())) {
           break;
         }
       }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSParentQueue.java

@@ -29,6 +29,7 @@ import org.apache.hadoop.security.UserGroupInformation;
 import org.apache.hadoop.yarn.api.records.QueueACL;
 import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 
 public class FSParentQueue extends FSQueue {
   private static final Log LOG = LogFactory.getLog(
@@ -87,8 +88,8 @@ public class FSParentQueue extends FSQueue {
             " now " + demand);
       }
       demand = Resources.add(demand, toAdd);
-      if (Resources.greaterThanOrEqual(demand, maxRes)) {
-        demand = maxRes;
+      demand = Resources.componentwiseMin(demand, maxRes);
+      if (Resources.equals(demand, maxRes)) {
         break;
       }
     }
@@ -135,16 +136,14 @@ public class FSParentQueue extends FSQueue {
     Resource assigned = Resources.none();
 
     // If this queue is over its limit, reject
-    if (Resources.greaterThan(getResourceUsage(),
-        queueMgr.getMaxResources(getName()))) {
+    if (!assignContainerPreCheck(node)) {
       return assigned;
     }
 
     Collections.sort(childQueues, policy.getComparator());
     for (FSQueue child : childQueues) {
       assigned = child.assignContainer(node);
-      if (node.getReservedContainer() != null
-          || Resources.greaterThan(assigned, Resources.none())) {
+      if (!Resources.equals(assigned, Resources.none())) {
         break;
       }
     }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSQueue.java

@@ -32,6 +32,7 @@ import org.apache.hadoop.yarn.api.records.QueueState;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.factories.RecordFactory;
 import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.Queue;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.QueueMetrics;
 
@@ -161,7 +162,7 @@ public abstract class FSQueue extends Schedulable implements Queue {
    * @return true if check passes (can assign) or false otherwise
    */
   protected boolean assignContainerPreCheck(FSSchedulerNode node) {
-    if (Resources.greaterThan(getResourceUsage(),
+    if (!Resources.fitsIn(getResourceUsage(),
         queueMgr.getMaxResources(getName()))
         || node.getReservedContainer() != null) {
       return false;

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSSchedulerNode.java

@@ -46,7 +46,7 @@ public class FSSchedulerNode extends SchedulerNode {
   private static final RecordFactory recordFactory = RecordFactoryProvider
       .getRecordFactory(null);
 
-  private Resource availableResource = recordFactory.newRecordInstance(Resource.class);
+  private Resource availableResource;
   private Resource usedResource = recordFactory.newRecordInstance(Resource.class);
 
   private volatile int numContainers;
@@ -62,7 +62,7 @@ public class FSSchedulerNode extends SchedulerNode {
 
   public FSSchedulerNode(RMNode node) {
     this.rmNode = node;
-    this.availableResource.setMemory(node.getTotalCapability().getMemory());
+    this.availableResource = Resources.clone(node.getTotalCapability());
   }
 
   public RMNode getRMNode() {

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java

@@ -52,6 +52,9 @@ import org.apache.hadoop.yarn.server.resourcemanager.RMAuditLogger;
 import org.apache.hadoop.yarn.server.resourcemanager.RMAuditLogger.AuditConstants;
 import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
 import org.apache.hadoop.yarn.server.resourcemanager.recovery.RMStateStore.RMState;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.DefaultResourceCalculator;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.ResourceCalculator;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptEvent;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptEventType;
 import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptState;
@@ -111,6 +114,9 @@ public class FairScheduler implements ResourceScheduler {
 
   private static final Log LOG = LogFactory.getLog(FairScheduler.class);
   
+  private static final ResourceCalculator RESOURCE_CALCULATOR =
+      new DefaultResourceCalculator();
+  
   // Value that container assignment methods return when a container is
   // reserved
   public static final Resource CONTAINER_RESERVED = Resources.createResource(-1);
@@ -246,8 +252,10 @@ public class FairScheduler implements ResourceScheduler {
    * Is a queue below its min share for the given task type?
    */
   boolean isStarvedForMinShare(FSLeafQueue sched) {
-    Resource desiredShare = Resources.min(sched.getMinShare(), sched.getDemand());
-    return Resources.lessThan(sched.getResourceUsage(), desiredShare);
+    Resource desiredShare = Resources.min(RESOURCE_CALCULATOR, clusterCapacity,
+        sched.getMinShare(), sched.getDemand());
+    return Resources.lessThan(RESOURCE_CALCULATOR, clusterCapacity,
+        sched.getResourceUsage(), desiredShare);
   }
 
   /**
@@ -255,9 +263,10 @@ public class FairScheduler implements ResourceScheduler {
    * defined as being below half its fair share.
    */
   boolean isStarvedForFairShare(FSLeafQueue sched) {
-    Resource desiredFairShare = Resources.max(
+    Resource desiredFairShare = Resources.max(RESOURCE_CALCULATOR, clusterCapacity,
         Resources.multiply(sched.getFairShare(), .5), sched.getDemand());
-    return Resources.lessThan(sched.getResourceUsage(), desiredFairShare);
+    return Resources.lessThan(RESOURCE_CALCULATOR, clusterCapacity,
+        sched.getResourceUsage(), desiredFairShare);
   }
 
   /**
@@ -283,7 +292,8 @@ public class FairScheduler implements ResourceScheduler {
     for (FSLeafQueue sched : queueMgr.getLeafQueues()) {
       resToPreempt = Resources.add(resToPreempt, resToPreempt(sched, curTime));
     }
-    if (Resources.greaterThan(resToPreempt, Resources.none())) {
+    if (Resources.greaterThan(RESOURCE_CALCULATOR, clusterCapacity, resToPreempt,
+        Resources.none())) {
       preemptResources(queueMgr.getLeafQueues(), resToPreempt);
     }
   }
@@ -309,7 +319,8 @@ public class FairScheduler implements ResourceScheduler {
     // Collect running containers from over-scheduled queues
     List<RMContainer> runningContainers = new ArrayList<RMContainer>();
     for (FSLeafQueue sched : scheds) {
-      if (Resources.greaterThan(sched.getResourceUsage(), sched.getFairShare())) {
+      if (Resources.greaterThan(RESOURCE_CALCULATOR, clusterCapacity,
+          sched.getResourceUsage(), sched.getFairShare())) {
         for (AppSchedulable as : sched.getAppSchedulables()) {
           for (RMContainer c : as.getApp().getLiveContainers()) {
             runningContainers.add(c);
@@ -332,7 +343,8 @@ public class FairScheduler implements ResourceScheduler {
     // tasks, making sure we don't kill too many from any queue
     for (RMContainer container : runningContainers) {
       FSLeafQueue sched = queues.get(container);
-      if (Resources.greaterThan(sched.getResourceUsage(), sched.getFairShare())) {
+      if (Resources.greaterThan(RESOURCE_CALCULATOR, clusterCapacity,
+          sched.getResourceUsage(), sched.getFairShare())) {
         LOG.info("Preempting container (prio=" + container.getContainer().getPriority() +
             "res=" + container.getContainer().getResource() +
             ") from queue " + sched.getName());
@@ -345,7 +357,8 @@ public class FairScheduler implements ResourceScheduler {
 
         toPreempt = Resources.subtract(toPreempt,
             container.getContainer().getResource());
-        if (Resources.equals(toPreempt, Resources.none())) {
+        if (Resources.lessThanOrEqual(RESOURCE_CALCULATOR, clusterCapacity,
+            toPreempt, Resources.none())) {
           break;
         }
       }
@@ -369,17 +382,21 @@ public class FairScheduler implements ResourceScheduler {
     Resource resDueToMinShare = Resources.none();
     Resource resDueToFairShare = Resources.none();
     if (curTime - sched.getLastTimeAtMinShare() > minShareTimeout) {
-      Resource target = Resources.min(sched.getMinShare(), sched.getDemand());
-      resDueToMinShare = Resources.max(Resources.none(),
-          Resources.subtract(target, sched.getResourceUsage()));
+      Resource target = Resources.min(RESOURCE_CALCULATOR, clusterCapacity,
+          sched.getMinShare(), sched.getDemand());
+      resDueToMinShare = Resources.max(RESOURCE_CALCULATOR, clusterCapacity,
+          Resources.none(), Resources.subtract(target, sched.getResourceUsage()));
     }
     if (curTime - sched.getLastTimeAtHalfFairShare() > fairShareTimeout) {
-      Resource target = Resources.min(sched.getFairShare(), sched.getDemand());
-      resDueToFairShare = Resources.max(Resources.none(),
-          Resources.subtract(target, sched.getResourceUsage()));
-    }
-    Resource resToPreempt = Resources.max(resDueToMinShare, resDueToFairShare);
-    if (Resources.greaterThan(resToPreempt, Resources.none())) {
+      Resource target = Resources.min(RESOURCE_CALCULATOR, clusterCapacity,
+          sched.getFairShare(), sched.getDemand());
+      resDueToFairShare = Resources.max(RESOURCE_CALCULATOR, clusterCapacity,
+          Resources.none(), Resources.subtract(target, sched.getResourceUsage()));
+    }
+    Resource resToPreempt = Resources.max(RESOURCE_CALCULATOR, clusterCapacity,
+        resDueToMinShare, resDueToFairShare);
+    if (Resources.greaterThan(RESOURCE_CALCULATOR, clusterCapacity,
+        resToPreempt, Resources.none())) {
       String message = "Should preempt " + resToPreempt + " res for queue "
           + sched.getName() + ": resDueToMinShare = " + resDueToMinShare
           + ", resDueToFairShare = " + resDueToFairShare;
@@ -800,9 +817,9 @@ public class FairScheduler implements ResourceScheduler {
       int assignedContainers = 0;
       while (node.getReservedContainer() == null) {
         boolean assignedContainer = false;
-        if (Resources.greaterThan(
-            queueMgr.getRootQueue().assignContainer(node),
-            Resources.none())) {
+        if (Resources.greaterThan(RESOURCE_CALCULATOR, clusterCapacity,
+              queueMgr.getRootQueue().assignContainer(node),
+              Resources.none())) {
           assignedContainer = true;
         }
         if (!assignedContainer) { break; }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/QueueManager.java

@@ -42,6 +42,7 @@ import org.apache.hadoop.security.authorize.AccessControlList;
 import org.apache.hadoop.yarn.api.records.QueueACL;
 import org.apache.hadoop.yarn.api.records.Resource;
 import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 import org.w3c.dom.Document;
 import org.w3c.dom.Element;
 import org.w3c.dom.Node;
@@ -474,8 +475,8 @@ public class QueueManager {
     }
     queueAcls.put(queueName, acls);
     if (maxQueueResources.containsKey(queueName) && minQueueResources.containsKey(queueName)
-        && Resources.lessThan(maxQueueResources.get(queueName),
-            minQueueResources.get(queueName))) {
+        && !Resources.fitsIn(minQueueResources.get(queueName),
+            maxQueueResources.get(queueName))) {
       LOG.warn(String.format("Queue %s has max resources %d less than min resources %d",
           queueName, maxQueueResources.get(queueName), minQueueResources.get(queueName)));
     }
@@ -504,7 +505,7 @@ public class QueueManager {
     if (maxQueueResource != null) {
       return maxQueueResource;
     } else {
-      return Resources.createResource(Integer.MAX_VALUE);
+      return Resources.createResource(Integer.MAX_VALUE, Integer.MAX_VALUE);
     }
   }
 

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/Resources.java

@@ -1,150 +0,0 @@
-/**
-* Licensed to the Apache Software Foundation (ASF) under one
-* or more contributor license agreements.  See the NOTICE file
-* distributed with this work for additional information
-* regarding copyright ownership.  The ASF licenses this file
-* to you under the Apache License, Version 2.0 (the
-* "License"); you may not use this file except in compliance
-* with the License.  You may obtain a copy of the License at
-*
-*     http://www.apache.org/licenses/LICENSE-2.0
-*
-* Unless required by applicable law or agreed to in writing, software
-* distributed under the License is distributed on an "AS IS" BASIS,
-* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-* See the License for the specific language governing permissions and
-* limitations under the License.
-*/
-
-package org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair;
-
-import org.apache.hadoop.classification.InterfaceAudience.Private;
-import org.apache.hadoop.classification.InterfaceStability.Evolving;
-import org.apache.hadoop.yarn.api.records.Resource;
-import org.apache.hadoop.yarn.util.Records;
-
-@Private
-@Evolving
-public class Resources {
-  
-  // Java doesn't have const :(
-  private static final Resource NONE = new Resource() {
-
-    @Override
-    public int getMemory() {
-      return 0;
-    }
-
-    @Override
-    public void setMemory(int memory) {
-      throw new RuntimeException("NONE cannot be modified!");
-    }
-
-    @Override
-    public int getVirtualCores() {
-      return 0;
-    }
-
-    @Override
-    public void setVirtualCores(int cores) {
-      throw new RuntimeException("NONE cannot be modified!");
-    }
-
-    @Override
-    public int compareTo(Resource o) {
-      int diff = 0 - o.getMemory();
-      if (diff == 0) {
-        diff = 0 - o.getVirtualCores();
-      }
-      return diff;
-    }
-    
-  };
-
-  public static Resource createResource(int memory) {
-    return createResource(memory, (memory > 0) ? 1 : 0);
-  }
-
-  public static Resource createResource(int memory, int cores) {
-    Resource resource = Records.newRecord(Resource.class);
-    resource.setMemory(memory);
-    resource.setVirtualCores(cores);
-    return resource;
-  }
-
-  public static Resource none() {
-    return NONE;
-  }
-
-  public static Resource clone(Resource res) {
-    return createResource(res.getMemory(), res.getVirtualCores());
-  }
-
-  public static Resource addTo(Resource lhs, Resource rhs) {
-    lhs.setMemory(lhs.getMemory() + rhs.getMemory());
-    return lhs;
-  }
-
-  public static Resource add(Resource lhs, Resource rhs) {
-    return addTo(clone(lhs), rhs);
-  }
-
-  public static Resource subtractFrom(Resource lhs, Resource rhs) {
-    lhs.setMemory(lhs.getMemory() - rhs.getMemory());
-    return lhs;
-  }
-
-  public static Resource subtract(Resource lhs, Resource rhs) {
-    return subtractFrom(clone(lhs), rhs);
-  }
-
-  public static Resource negate(Resource resource) {
-    return subtract(NONE, resource);
-  }
-
-  public static Resource multiplyTo(Resource lhs, int by) {
-    lhs.setMemory(lhs.getMemory() * by);
-    return lhs;
-  }
-
-  public static Resource multiply(Resource lhs, int by) {
-    return multiplyTo(clone(lhs), by);
-  }
-  
-  /**
-   * Mutliply a resource by a {@code double}. Note that integral 
-   * resource quantites are subject to rounding during cast.
-   */
-  public static Resource multiply(Resource lhs, double by) {
-    Resource out = clone(lhs);
-    out.setMemory((int) (lhs.getMemory() * by));
-    return out;
-  }
-
-  public static boolean equals(Resource lhs, Resource rhs) {
-    return lhs.getMemory() == rhs.getMemory();
-  }
-
-  public static boolean lessThan(Resource lhs, Resource rhs) {
-    return lhs.getMemory() < rhs.getMemory();
-  }
-
-  public static boolean lessThanOrEqual(Resource lhs, Resource rhs) {
-    return lhs.getMemory() <= rhs.getMemory();
-  }
-
-  public static boolean greaterThan(Resource lhs, Resource rhs) {
-    return lhs.getMemory() > rhs.getMemory();
-  }
-
-  public static boolean greaterThanOrEqual(Resource lhs, Resource rhs) {
-    return lhs.getMemory() >= rhs.getMemory();
-  }
-  
-  public static Resource min(Resource lhs, Resource rhs) {
-    return (lhs.getMemory() < rhs.getMemory()) ? lhs : rhs;
-  }
-
-  public static Resource max(Resource lhs, Resource rhs) {
-    return (lhs.getMemory() > rhs.getMemory()) ? lhs : rhs;
-  }}

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/policies/FairSharePolicy.java

@@ -22,7 +22,8 @@ import java.util.Collection;
 import java.util.Comparator;
 
 import org.apache.hadoop.yarn.api.records.Resource;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.Resources;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.DefaultResourceCalculator;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.Schedulable;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.SchedulingPolicy;
 
@@ -31,6 +32,8 @@ import com.google.common.annotations.VisibleForTesting;
 public class FairSharePolicy extends SchedulingPolicy {
   @VisibleForTesting
   public static final String NAME = "Fairshare";
+  private static final DefaultResourceCalculator RESOURCE_CALCULATOR =
+      new DefaultResourceCalculator();
   private FairShareComparator comparator = new FairShareComparator();
 
   @Override
@@ -59,15 +62,19 @@ public class FairSharePolicy extends SchedulingPolicy {
     public int compare(Schedulable s1, Schedulable s2) {
       double minShareRatio1, minShareRatio2;
       double useToWeightRatio1, useToWeightRatio2;
-      Resource minShare1 = Resources.min(s1.getMinShare(), s1.getDemand());
-      Resource minShare2 = Resources.min(s2.getMinShare(), s2.getDemand());
-      boolean s1Needy = Resources.lessThan(s1.getResourceUsage(), minShare1);
-      boolean s2Needy = Resources.lessThan(s2.getResourceUsage(), minShare2);
+      Resource minShare1 = Resources.min(RESOURCE_CALCULATOR, null,
+          s1.getMinShare(), s1.getDemand());
+      Resource minShare2 = Resources.min(RESOURCE_CALCULATOR, null,
+          s2.getMinShare(), s2.getDemand());
+      boolean s1Needy = Resources.lessThan(RESOURCE_CALCULATOR, null,
+          s1.getResourceUsage(), minShare1);
+      boolean s2Needy = Resources.lessThan(RESOURCE_CALCULATOR, null,
+          s2.getResourceUsage(), minShare2);
       Resource one = Resources.createResource(1);
       minShareRatio1 = (double) s1.getResourceUsage().getMemory()
-          / Resources.max(minShare1, one).getMemory();
+          / Resources.max(RESOURCE_CALCULATOR, null, minShare1, one).getMemory();
       minShareRatio2 = (double) s2.getResourceUsage().getMemory()
-          / Resources.max(minShare2, one).getMemory();
+          / Resources.max(RESOURCE_CALCULATOR, null, minShare2, one).getMemory();
       useToWeightRatio1 = s1.getResourceUsage().getMemory() / s1.getWeight();
       useToWeightRatio2 = s2.getResourceUsage().getMemory() / s2.getWeight();
       int res = 0;
@@ -161,9 +168,11 @@ public class FairSharePolicy extends SchedulingPolicy {
     for (Schedulable sched : schedulables) {
       Resources.addTo(totalDemand, sched.getDemand());
     }
-    Resource cap = Resources.min(totalDemand, totalResources);
+    Resource cap = Resources.min(RESOURCE_CALCULATOR, null, totalDemand,
+        totalResources);
     double rMax = 1.0;
-    while (Resources.lessThan(resUsedWithWeightToResRatio(rMax, schedulables),
+    while (Resources.lessThan(RESOURCE_CALCULATOR, null,
+        resUsedWithWeightToResRatio(rMax, schedulables),
         cap)) {
       rMax *= 2.0;
     }
@@ -172,7 +181,8 @@ public class FairSharePolicy extends SchedulingPolicy {
     double right = rMax;
     for (int i = 0; i < COMPUTE_FAIR_SHARES_ITERATIONS; i++) {
       double mid = (left + right) / 2.0;
-      if (Resources.lessThan(resUsedWithWeightToResRatio(mid, schedulables),
+      if (Resources.lessThan(RESOURCE_CALCULATOR, null,
+          resUsedWithWeightToResRatio(mid, schedulables),
           cap)) {
         left = mid;
       } else {

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/policies/FifoPolicy.java

@@ -22,8 +22,8 @@ import java.util.Collection;
 import java.util.Comparator;
 
 import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.Schedulable;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.Resources;
 import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.SchedulingPolicy;
 
 import com.google.common.annotations.VisibleForTesting;

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/resource/TestResources.java

@@ -0,0 +1,43 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hadoop.yarn.server.resourcemanager.resource;
+
+import static org.apache.hadoop.yarn.server.resourcemanager.resource.Resources.*;
+import static org.junit.Assert.*;
+import org.junit.Test;
+
+public class TestResources {
+  @Test(timeout=1000)
+  public void testFitsIn() {
+    assertTrue(fitsIn(createResource(1, 1), createResource(2, 2)));
+    assertTrue(fitsIn(createResource(2, 2), createResource(2, 2)));
+    assertFalse(fitsIn(createResource(2, 2), createResource(1, 1)));
+    assertFalse(fitsIn(createResource(1, 2), createResource(2, 1)));
+    assertFalse(fitsIn(createResource(2, 1), createResource(1, 2)));
+  }
+  
+  @Test(timeout=1000)
+  public void testComponentwiseMin() {
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(1, 1), createResource(2, 2)));
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(2, 2), createResource(1, 1)));
+    assertEquals(createResource(1, 1),
+        componentwiseMin(createResource(1, 2), createResource(2, 1)));
+  }
+}