YARN-4963. capacity scheduler: Make number of OFF_SWITCH assignments per heartbeat configurable. Contributed by Nathan Roberts

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/conf/capacity-scheduler.xml

@@ -131,4 +131,16 @@
     </description>
   </property>
 
+  <property>
+    <name>yarn.scheduler.capacity.per-node-heartbeat.maximum-offswitch-assignments</name>
+    <value>1</value>
+    <description>
+      Controls the number of OFF_SWITCH assignments allowed
+      during a node's heartbeat. Increasing this value can improve
+      scheduling rate for OFF_SWITCH containers. Lower values reduce
+      "clumping" of applications on particular nodes. The default is 1.
+      Legal values are 1-MAX_INT. This config is refreshable.
+    </description>
+  </property>
+
 </configuration>

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacitySchedulerConfiguration.java

@@ -190,6 +190,13 @@ public class CapacitySchedulerConfiguration extends ReservationSchedulerConfigur
   public static final String RACK_LOCALITY_FULL_RESET =
       PREFIX + "rack-locality-full-reset";
 
+  @Private
+  public static final int DEFAULT_OFFSWITCH_PER_HEARTBEAT_LIMIT = 1;
+
+  @Private
+  public static final String OFFSWITCH_PER_HEARTBEAT_LIMIT =
+      PREFIX + "per-node-heartbeat.maximum-offswitch-assignments";
+
   @Private
   public static final boolean DEFAULT_RACK_LOCALITY_FULL_RESET = true;
 
@@ -713,6 +720,20 @@ public boolean getEnableUserMetrics() {
     return getBoolean(ENABLE_USER_METRICS, DEFAULT_ENABLE_USER_METRICS);
   }
 
+  public int getOffSwitchPerHeartbeatLimit() {
+    int limit = getInt(OFFSWITCH_PER_HEARTBEAT_LIMIT,
+        DEFAULT_OFFSWITCH_PER_HEARTBEAT_LIMIT);
+    if (limit < 1) {
+      LOG.warn(OFFSWITCH_PER_HEARTBEAT_LIMIT + "(" + limit + ") < 1. Using 1.");
+      limit = 1;
+    }
+    return limit;
+  }
+
+  public void setOffSwitchPerHeartbeatLimit(int limit) {
+    setInt(OFFSWITCH_PER_HEARTBEAT_LIMIT, limit);
+  }
+
   public int getNodeLocalityDelay() {
     return getInt(NODE_LOCALITY_DELAY, DEFAULT_NODE_LOCALITY_DELAY);
   }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/ParentQueue.java

@@ -76,6 +76,7 @@ public class ParentQueue extends AbstractCSQueue {
   volatile int numApplications;
   private final CapacitySchedulerContext scheduler;
   private boolean needToResortQueuesAtNextAllocation = false;
+  private int offswitchPerHeartbeatLimit;
 
   private final RecordFactory recordFactory = 
     RecordFactoryProvider.getRecordFactory(null);
@@ -125,12 +126,16 @@ void setupQueueConfigs(Resource clusterResource)
         }
       }
 
+      offswitchPerHeartbeatLimit =
+        csContext.getConfiguration().getOffSwitchPerHeartbeatLimit();
+
       LOG.info(queueName + ", capacity=" + this.queueCapacities.getCapacity()
           + ", absoluteCapacity=" + this.queueCapacities.getAbsoluteCapacity()
           + ", maxCapacity=" + this.queueCapacities.getMaximumCapacity()
           + ", absoluteMaxCapacity=" + this.queueCapacities
           .getAbsoluteMaximumCapacity() + ", state=" + state + ", acls="
           + aclsString + ", labels=" + labelStrBuilder.toString() + "\n"
+          + ", offswitchPerHeartbeatLimit = " + getOffSwitchPerHeartbeatLimit()
           + ", reservationsContinueLooking=" + reservationsContinueLooking);
     } finally {
       writeLock.unlock();
@@ -210,6 +215,11 @@ public QueueInfo getQueueInfo(
 
   }
 
+  @Private
+  public int getOffSwitchPerHeartbeatLimit() {
+    return offswitchPerHeartbeatLimit;
+  }
+
   private QueueUserACLInfo getUserAclInfo(
       UserGroupInformation user) {
     try {
@@ -427,6 +437,7 @@ private String getParentName() {
   public CSAssignment assignContainers(Resource clusterResource,
       FiCaSchedulerNode node, ResourceLimits resourceLimits,
       SchedulingMode schedulingMode) {
+    int offswitchCount = 0;
     try {
       writeLock.lock();
       // if our queue cannot access this node, just return
@@ -582,13 +593,18 @@ public CSAssignment assignContainers(Resource clusterResource,
                   + getAbsoluteUsedCapacity());
         }
 
-        // Do not assign more than one container if this isn't the root queue
+        if (assignment.getType() == NodeType.OFF_SWITCH) {
-        // or if we've already assigned an off-switch container
+          offswitchCount++;
-        if (!rootQueue || assignment.getType() == NodeType.OFF_SWITCH) {
+        }
+
+        // Do not assign more containers if this isn't the root queue
+        // or if we've already assigned enough OFF_SWITCH containers in
+        // this pass
+        if (!rootQueue || offswitchCount >= getOffSwitchPerHeartbeatLimit()) {
           if (LOG.isDebugEnabled()) {
-            if (rootQueue && assignment.getType() == NodeType.OFF_SWITCH) {
+            if (rootQueue && offswitchCount >= getOffSwitchPerHeartbeatLimit()) {
-              LOG.debug("Not assigning more than one off-switch container,"
+              LOG.debug("Assigned maximum number of off-switch containers: " +
-                  + " assignments so far: " + assignment);
+                  offswitchCount + ", assignments so far: " + assignment);
             }
           }
           break;

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestParentQueue.java

@@ -29,6 +29,7 @@
 import static org.mockito.Mockito.inOrder;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.reset;
+import static org.mockito.Mockito.times;
 import static org.mockito.Mockito.when;
 
 import java.util.HashMap;
@@ -613,6 +614,8 @@ public void testQueueCapacityZero() throws Exception {
   public void testOffSwitchScheduling() throws Exception {
     // Setup queue configs
     setupSingleLevelQueues(csConf);
+    csConf.setOffSwitchPerHeartbeatLimit(2);
+
     
     Map<String, CSQueue> queues = new HashMap<String, CSQueue>();
     CSQueue root = 
@@ -643,12 +646,18 @@ public void testOffSwitchScheduling() throws Exception {
     queues.get(CapacitySchedulerConfiguration.ROOT).getQueueResourceUsage()
     .incPending(Resources.createResource(1 * GB));
     
-    // Simulate B returning a container on node_0
+    // Simulate returning 2 containers on node_0 before offswitch limit
-    stubQueueAllocation(a, clusterResource, node_0, 0*GB, NodeType.OFF_SWITCH);
+    stubQueueAllocation(a, clusterResource, node_0, 1*GB, NodeType.OFF_SWITCH);
     stubQueueAllocation(b, clusterResource, node_0, 1*GB, NodeType.OFF_SWITCH);
+
     root.assignContainers(clusterResource, node_0, 
         new ResourceLimits(clusterResource), SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
-    verifyQueueMetrics(a, 0*GB, clusterResource);
+    InOrder allocationOrder = inOrder(a, b);
+    allocationOrder.verify(a, times(1)).assignContainers(eq(clusterResource),
+        any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
+    allocationOrder.verify(b, times(1)).assignContainers(eq(clusterResource),
+        any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
+    verifyQueueMetrics(a, 1*GB, clusterResource);
     verifyQueueMetrics(b, 1*GB, clusterResource);
     
     // Now, A should get the scheduling opportunity since A=0G/6G, B=1G/14G
@@ -657,27 +666,28 @@ public void testOffSwitchScheduling() throws Exception {
     stubQueueAllocation(b, clusterResource, node_1, 1*GB, NodeType.OFF_SWITCH);
     root.assignContainers(clusterResource, node_1, 
         new ResourceLimits(clusterResource), SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
-    InOrder allocationOrder = inOrder(a, b);
+    allocationOrder = inOrder(a, b);
-    allocationOrder.verify(a).assignContainers(eq(clusterResource), 
+    allocationOrder.verify(a, times(1)).assignContainers(eq(clusterResource),
         any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
-    allocationOrder.verify(b).assignContainers(eq(clusterResource), 
+    allocationOrder.verify(b, times(1)).assignContainers(eq(clusterResource),
         any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
-    verifyQueueMetrics(a, 2*GB, clusterResource);
+    verifyQueueMetrics(a, 3*GB, clusterResource);
     verifyQueueMetrics(b, 2*GB, clusterResource);
     
     // Now, B should get the scheduling opportunity 
     // since A has 2/6G while B has 2/14G, 
-    // However, since B returns off-switch, A won't get an opportunity
+    // A also gets an opportunity because offswitchlimit not reached
     stubQueueAllocation(a, clusterResource, node_0, 1*GB, NodeType.NODE_LOCAL);
     stubQueueAllocation(b, clusterResource, node_0, 2*GB, NodeType.OFF_SWITCH);
+
     root.assignContainers(clusterResource, node_0, 
         new ResourceLimits(clusterResource), SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
     allocationOrder = inOrder(b, a);
-    allocationOrder.verify(b).assignContainers(eq(clusterResource), 
+    allocationOrder.verify(b, times(1)).assignContainers(eq(clusterResource),
         any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
-    allocationOrder.verify(a).assignContainers(eq(clusterResource), 
+    allocationOrder.verify(a, times(1)).assignContainers(eq(clusterResource),
         any(FiCaSchedulerNode.class), anyResourceLimits(), any(SchedulingMode.class));
-    verifyQueueMetrics(a, 2*GB, clusterResource);
+    verifyQueueMetrics(a, 4*GB, clusterResource);
     verifyQueueMetrics(b, 4*GB, clusterResource);
 
   }