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From ka...@apache.org
Subject [46/50] hadoop git commit: [YARN-4752] YARN-5605. Preempt containers (all on one node) to meet the requirement of starved applications (Contributed by Karthik Kambatla via Daniel Templeton)
Date Thu, 17 Nov 2016 02:02:48 GMT
http://git-wip-us.apache.org/repos/asf/hadoop/blob/9aa0b97d/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairSchedulerPreemption.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairSchedulerPreemption.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairSchedulerPreemption.java
deleted file mode 100644
index 2cbe507..0000000
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairSchedulerPreemption.java
+++ /dev/null
@@ -1,1483 +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.conf.Configuration;
-import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
-import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
-import org.apache.hadoop.yarn.api.records.Container;
-import org.apache.hadoop.yarn.api.records.ContainerId;
-import org.apache.hadoop.yarn.api.records.Resource;
-import org.apache.hadoop.yarn.api.records.ResourceRequest;
-import org.apache.hadoop.yarn.conf.YarnConfiguration;
-import org.apache.hadoop.yarn.event.AsyncDispatcher;
-import org.apache.hadoop.yarn.server.resourcemanager.MockNodes;
-import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
-import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainer;
-import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNode;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.QueueMetrics;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.SchedulerApplicationAttempt;
-
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.SchedulerRequestKey;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity
-    .TestUtils;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.ContainerPreemptEvent;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeAddedSchedulerEvent;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeUpdateSchedulerEvent;
-import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.SchedulerEventType;
-import org.apache.hadoop.yarn.util.ControlledClock;
-import org.apache.hadoop.yarn.util.resource.Resources;
-
-import org.junit.After;
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import java.io.File;
-import java.io.FileWriter;
-import java.io.IOException;
-import java.io.PrintWriter;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertTrue;
-
-public class TestFairSchedulerPreemption extends FairSchedulerTestBase {
-  private final static String ALLOC_FILE = new File(TEST_DIR,
-      TestFairSchedulerPreemption.class.getName() + ".xml").getAbsolutePath();
-
-  private ControlledClock clock;
-
-  private static class StubbedFairScheduler extends FairScheduler {
-    public long lastPreemptMemory = -1;
-
-    @Override
-    protected void preemptResources(Resource toPreempt) {
-      lastPreemptMemory = toPreempt.getMemorySize();
-    }
-
-    public void resetLastPreemptResources() {
-      lastPreemptMemory = -1;
-    }
-  }
-
-  public Configuration createConfiguration() {
-    Configuration conf = super.createConfiguration();
-    conf.setClass(YarnConfiguration.RM_SCHEDULER, StubbedFairScheduler.class,
-        ResourceScheduler.class);
-    conf.setBoolean(FairSchedulerConfiguration.PREEMPTION, true);
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    return conf;
-  }
-
-  @Before
-  public void setup() throws IOException {
-    conf = createConfiguration();
-    clock = new ControlledClock();
-  }
-
-  @After
-  public void teardown() {
-    if (resourceManager != null) {
-      resourceManager.stop();
-      resourceManager = null;
-    }
-    conf = null;
-  }
-
-  private void startResourceManagerWithStubbedFairScheduler(float utilizationThreshold) {
-    conf.setFloat(FairSchedulerConfiguration.PREEMPTION_THRESHOLD,
-        utilizationThreshold);
-    resourceManager = new MockRM(conf);
-    resourceManager.start();
-
-    assertTrue(
-        resourceManager.getResourceScheduler() instanceof StubbedFairScheduler);
-    scheduler = (FairScheduler)resourceManager.getResourceScheduler();
-
-    scheduler.setClock(clock);
-    scheduler.updateInterval = 60 * 1000;
-  }
-
-  // YARN-4648: The starting code for ResourceManager mock is originated from
-  // TestFairScheduler. It should be keep as it was to guarantee no changing
-  // behaviour of ResourceManager preemption.
-  private void startResourceManagerWithRealFairScheduler() {
-    scheduler = new FairScheduler();
-    conf = new YarnConfiguration();
-    conf.setClass(YarnConfiguration.RM_SCHEDULER, FairScheduler.class,
-            ResourceScheduler.class);
-    conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 0);
-    conf.setInt(FairSchedulerConfiguration.RM_SCHEDULER_INCREMENT_ALLOCATION_MB,
-            1024);
-    conf.setInt(YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB, 10240);
-    conf.setBoolean(FairSchedulerConfiguration.ASSIGN_MULTIPLE, false);
-    conf.setFloat(FairSchedulerConfiguration.PREEMPTION_THRESHOLD, 0f);
-    conf.setFloat(
-            FairSchedulerConfiguration
-                    .RM_SCHEDULER_RESERVATION_THRESHOLD_INCREMENT_MULTIPLE,
-            TEST_RESERVATION_THRESHOLD);
-
-    resourceManager = new MockRM(conf);
-
-    // TODO: This test should really be using MockRM. For now starting stuff
-    // that is needed at a bare minimum.
-    ((AsyncDispatcher)resourceManager.getRMContext().getDispatcher()).start();
-    resourceManager.getRMContext().getStateStore().start();
-
-    // to initialize the master key
-    resourceManager.getRMContext().getContainerTokenSecretManager().rollMasterKey();
-
-    scheduler.setRMContext(resourceManager.getRMContext());
-  }
-
-  private void stopResourceManager() {
-    if (scheduler != null) {
-      scheduler.stop();
-      scheduler = null;
-    }
-    if (resourceManager != null) {
-      resourceManager.stop();
-      resourceManager = null;
-    }
-    QueueMetrics.clearQueueMetrics();
-    DefaultMetricsSystem.shutdown();
-  }
-
-  private void registerNodeAndSubmitApp(
-      int memory, int vcores, int appContainers, int appMemory) {
-    RMNode node1 = MockNodes.newNodeInfo(
-        1, Resources.createResource(memory, vcores), 1, "node1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    assertEquals("Incorrect amount of resources in the cluster",
-        memory, scheduler.rootMetrics.getAvailableMB());
-    assertEquals("Incorrect amount of resources in the cluster",
-        vcores, scheduler.rootMetrics.getAvailableVirtualCores());
-
-    createSchedulingRequest(appMemory, "queueA", "user1", appContainers);
-    scheduler.update();
-    // Sufficient node check-ins to fully schedule containers
-    for (int i = 0; i < 3; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-    }
-    assertEquals("app1's request is not met",
-        memory - appContainers * appMemory,
-        scheduler.rootMetrics.getAvailableMB());
-  }
-
-  @Test
-  public void testPreemptionWithFreeResources() throws Exception {
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>1</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>1</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.print("<defaultMinSharePreemptionTimeout>5</defaultMinSharePreemptionTimeout>");
-    out.print("<fairSharePreemptionTimeout>10</fairSharePreemptionTimeout>");
-    out.println("</allocations>");
-    out.close();
-
-    startResourceManagerWithStubbedFairScheduler(0f);
-    // Create node with 4GB memory and 4 vcores
-    registerNodeAndSubmitApp(4 * 1024, 4, 2, 1024);
-
-    // Verify submitting another request triggers preemption
-    createSchedulingRequest(1024, "queueB", "user1", 1, 1);
-    scheduler.update();
-    clock.tickSec(6);
-
-    ((StubbedFairScheduler) scheduler).resetLastPreemptResources();
-    scheduler.preemptTasksIfNecessary();
-    assertEquals("preemptResources() should have been called", 1024,
-        ((StubbedFairScheduler) scheduler).lastPreemptMemory);
-
-    resourceManager.stop();
-
-    startResourceManagerWithStubbedFairScheduler(0.8f);
-    // Create node with 4GB memory and 4 vcores
-    registerNodeAndSubmitApp(4 * 1024, 4, 3, 1024);
-
-    // Verify submitting another request doesn't trigger preemption
-    createSchedulingRequest(1024, "queueB", "user1", 1, 1);
-    scheduler.update();
-    clock.tickSec(6);
-
-    ((StubbedFairScheduler) scheduler).resetLastPreemptResources();
-    scheduler.preemptTasksIfNecessary();
-    assertEquals("preemptResources() should not have been called", -1,
-        ((StubbedFairScheduler) scheduler).lastPreemptMemory);
-
-    resourceManager.stop();
-
-    startResourceManagerWithStubbedFairScheduler(0.7f);
-    // Create node with 4GB memory and 4 vcores
-    registerNodeAndSubmitApp(4 * 1024, 4, 3, 1024);
-
-    // Verify submitting another request triggers preemption
-    createSchedulingRequest(1024, "queueB", "user1", 1, 1);
-    scheduler.update();
-    clock.tickSec(6);
-
-    ((StubbedFairScheduler) scheduler).resetLastPreemptResources();
-    scheduler.preemptTasksIfNecessary();
-    assertEquals("preemptResources() should have been called", 1024,
-        ((StubbedFairScheduler) scheduler).lastPreemptMemory);
-  }
-
-  @Test (timeout = 5000)
-  /**
-   * Make sure containers are chosen to be preempted in the correct order.
-   */
-  public void testChoiceOfPreemptedContainers() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.setLong(FairSchedulerConfiguration.PREEMPTION_INTERVAL, 5000);
-    conf.setLong(FairSchedulerConfiguration.WAIT_TIME_BEFORE_KILL, 10000);
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE + ".allocation.file", ALLOC_FILE);
-    conf.set(FairSchedulerConfiguration.USER_AS_DEFAULT_QUEUE, "false");
-
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>.25</weight>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>.25</weight>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>.25</weight>");
-    out.println("</queue>");
-    out.println("<queue name=\"default\">");
-    out.println("<weight>.25</weight>");
-    out.println("</queue>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Create two nodes
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(4 * 1024, 4), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    RMNode node2 =
-            MockNodes.newNodeInfo(1, Resources.createResource(4 * 1024, 4), 2,
-                    "127.0.0.2");
-    NodeAddedSchedulerEvent nodeEvent2 = new NodeAddedSchedulerEvent(node2);
-    scheduler.handle(nodeEvent2);
-
-    // Queue A and B each request two applications
-    ApplicationAttemptId app1 =
-            createSchedulingRequest(1 * 1024, 1, "queueA", "user1", 1, 1);
-    createSchedulingRequestExistingApplication(1 * 1024, 1, 2, app1);
-    ApplicationAttemptId app2 =
-            createSchedulingRequest(1 * 1024, 1, "queueA", "user1", 1, 3);
-    createSchedulingRequestExistingApplication(1 * 1024, 1, 4, app2);
-
-    ApplicationAttemptId app3 =
-            createSchedulingRequest(1 * 1024, 1, "queueB", "user1", 1, 1);
-    createSchedulingRequestExistingApplication(1 * 1024, 1, 2, app3);
-    ApplicationAttemptId app4 =
-            createSchedulingRequest(1 * 1024, 1, "queueB", "user1", 1, 3);
-    createSchedulingRequestExistingApplication(1 * 1024, 1, 4, app4);
-
-    scheduler.update();
-
-    scheduler.getQueueManager().getLeafQueue("queueA", true)
-            .setPolicy(SchedulingPolicy.parse("fifo"));
-    scheduler.getQueueManager().getLeafQueue("queueB", true)
-            .setPolicy(SchedulingPolicy.parse("fair"));
-
-    // Sufficient node check-ins to fully schedule containers
-    NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-    NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-    for (int i = 0; i < 4; i++) {
-      scheduler.handle(nodeUpdate1);
-      scheduler.handle(nodeUpdate2);
-    }
-
-    assertEquals(2, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app4).getLiveContainers().size());
-
-    // Now new requests arrive from queueC and default
-    createSchedulingRequest(1 * 1024, 1, "queueC", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, 1, "queueC", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, 1, "default", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, 1, "default", "user1", 1, 1);
-    scheduler.update();
-
-    // We should be able to claw back one container from queueA and queueB each.
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    assertEquals(2, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-
-    // First verify we are adding containers to preemption list for the app.
-    // For queueA (fifo), app2 is selected.
-    // For queueB (fair), app4 is selected.
-    assertTrue("App2 should have container to be preempted",
-            !Collections.disjoint(
-                    scheduler.getSchedulerApp(app2).getLiveContainers(),
-                    scheduler.getSchedulerApp(app2).getPreemptionContainers()));
-    assertTrue("App4 should have container to be preempted",
-            !Collections.disjoint(
-                    scheduler.getSchedulerApp(app2).getLiveContainers(),
-                    scheduler.getSchedulerApp(app2).getPreemptionContainers()));
-
-    // Pretend 15 seconds have passed
-    clock.tickSec(15);
-
-    // Trigger a kill by insisting we want containers back
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-
-    // At this point the containers should have been killed (since we are not simulating AM)
-    assertEquals(1, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(1, scheduler.getSchedulerApp(app4).getLiveContainers().size());
-    // Inside each app, containers are sorted according to their priorities.
-    // Containers with priority 4 are preempted for app2 and app4.
-    Set<RMContainer> set = new HashSet<RMContainer>();
-    for (RMContainer container :
-            scheduler.getSchedulerApp(app2).getLiveContainers()) {
-      if (container.getAllocatedSchedulerKey().getPriority().getPriority() ==
-          4) {
-        set.add(container);
-      }
-    }
-    for (RMContainer container :
-            scheduler.getSchedulerApp(app4).getLiveContainers()) {
-      if (container.getAllocatedSchedulerKey().getPriority().getPriority() ==
-          4) {
-        set.add(container);
-      }
-    }
-    assertTrue("Containers with priority=4 in app2 and app4 should be " +
-            "preempted.", set.isEmpty());
-
-    // Trigger a kill by insisting we want containers back
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-
-    // Pretend 15 seconds have passed
-    clock.tickSec(15);
-
-    // We should be able to claw back another container from A and B each.
-    // For queueA (fifo), continue preempting from app2.
-    // For queueB (fair), even app4 has a lowest priority container with p=4, it
-    // still preempts from app3 as app3 is most over fair share.
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-
-    assertEquals(2, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(0, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(1, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-    assertEquals(1, scheduler.getSchedulerApp(app4).getLiveContainers().size());
-
-    // Now A and B are below fair share, so preemption shouldn't do anything
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    assertTrue("App1 should have no container to be preempted",
-            scheduler.getSchedulerApp(app1).getPreemptionContainers().isEmpty());
-    assertTrue("App2 should have no container to be preempted",
-            scheduler.getSchedulerApp(app2).getPreemptionContainers().isEmpty());
-    assertTrue("App3 should have no container to be preempted",
-            scheduler.getSchedulerApp(app3).getPreemptionContainers().isEmpty());
-    assertTrue("App4 should have no container to be preempted",
-            scheduler.getSchedulerApp(app4).getPreemptionContainers().isEmpty());
-    stopResourceManager();
-  }
-
-  @Test
-  public void testPreemptionIsNotDelayedToNextRound() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-
-    conf.setLong(FairSchedulerConfiguration.PREEMPTION_INTERVAL, 5000);
-    conf.setLong(FairSchedulerConfiguration.WAIT_TIME_BEFORE_KILL, 10000);
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    conf.set(FairSchedulerConfiguration.USER_AS_DEFAULT_QUEUE, "false");
-
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>8</weight>");
-    out.println("<queue name=\"queueA1\" />");
-    out.println("<queue name=\"queueA2\" />");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>2</weight>");
-    out.println("</queue>");
-    out.println("<defaultFairSharePreemptionTimeout>10</defaultFairSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionThreshold>.5</defaultFairSharePreemptionThreshold>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Add a node of 8G
-    RMNode node1 = MockNodes.newNodeInfo(1,
-            Resources.createResource(8 * 1024, 8), 1, "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    // Run apps in queueA.A1 and queueB
-    ApplicationAttemptId app1 = createSchedulingRequest(1 * 1024, 1,
-            "queueA.queueA1", "user1", 7, 1);
-    // createSchedulingRequestExistingApplication(1 * 1024, 1, 2, app1);
-    ApplicationAttemptId app2 = createSchedulingRequest(1 * 1024, 1, "queueB",
-            "user2", 1, 1);
-
-    scheduler.update();
-
-    NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-    for (int i = 0; i < 8; i++) {
-      scheduler.handle(nodeUpdate1);
-    }
-
-    // verify if the apps got the containers they requested
-    assertEquals(7, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(1, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-
-    // Now submit an app in queueA.queueA2
-    ApplicationAttemptId app3 = createSchedulingRequest(1 * 1024, 1,
-            "queueA.queueA2", "user3", 7, 1);
-    scheduler.update();
-
-    // Let 11 sec pass
-    clock.tickSec(11);
-
-    scheduler.update();
-    Resource toPreempt = scheduler.resourceDeficit(scheduler.getQueueManager()
-            .getLeafQueue("queueA.queueA2", false), clock.getTime());
-    assertEquals(3277, toPreempt.getMemorySize());
-
-    // verify if the 3 containers required by queueA2 are preempted in the same
-    // round
-    scheduler.preemptResources(toPreempt);
-    assertEquals(3, scheduler.getSchedulerApp(app1).getPreemptionContainers()
-            .size());
-    stopResourceManager();
-  }
-
-  @Test (timeout = 5000)
-  /**
-   * Tests the timing of decision to preempt tasks.
-   */
-  public void testPreemptionDecision() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueD\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<defaultMinSharePreemptionTimeout>5</defaultMinSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionTimeout>10</defaultFairSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionThreshold>.5</defaultFairSharePreemptionThreshold>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Create four nodes
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 2), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    RMNode node2 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 2), 2,
-                    "127.0.0.2");
-    NodeAddedSchedulerEvent nodeEvent2 = new NodeAddedSchedulerEvent(node2);
-    scheduler.handle(nodeEvent2);
-
-    RMNode node3 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 2), 3,
-                    "127.0.0.3");
-    NodeAddedSchedulerEvent nodeEvent3 = new NodeAddedSchedulerEvent(node3);
-    scheduler.handle(nodeEvent3);
-
-    // Queue A and B each request three containers
-    ApplicationAttemptId app1 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 1);
-    ApplicationAttemptId app2 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 2);
-    ApplicationAttemptId app3 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 3);
-
-    ApplicationAttemptId app4 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 1);
-    ApplicationAttemptId app5 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 2);
-    ApplicationAttemptId app6 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 3);
-
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    for (int i = 0; i < 2; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-    }
-
-    // Now new requests arrive from queues C and D
-    ApplicationAttemptId app7 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 1);
-    ApplicationAttemptId app8 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 2);
-    ApplicationAttemptId app9 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 3);
-
-    ApplicationAttemptId app10 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 1, 1);
-    ApplicationAttemptId app11 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 1, 2);
-    ApplicationAttemptId app12 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 1, 3);
-
-    scheduler.update();
-
-    FSLeafQueue schedC =
-            scheduler.getQueueManager().getLeafQueue("queueC", true);
-    FSLeafQueue schedD =
-            scheduler.getQueueManager().getLeafQueue("queueD", true);
-
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(schedC, clock.getTime())));
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(schedD, clock.getTime())));
-    // After minSharePreemptionTime has passed, they should want to preempt min
-    // share.
-    clock.tickSec(6);
-    assertEquals(
-            1024, scheduler.resourceDeficit(schedC, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(schedD, clock.getTime()).getMemorySize());
-
-    // After fairSharePreemptionTime has passed, they should want to preempt
-    // fair share.
-    scheduler.update();
-    clock.tickSec(6);
-    assertEquals(
-            1536 , scheduler.resourceDeficit(schedC, clock.getTime()).getMemorySize());
-    assertEquals(
-            1536, scheduler.resourceDeficit(schedD, clock.getTime()).getMemorySize());
-    stopResourceManager();
-  }
-
-  @Test
-/**
- * Tests the timing of decision to preempt tasks.
- */
-  public void testPreemptionDecisionWithDRF() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,1vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,2vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,3vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueD\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,2vcores</minResources>");
-    out.println("</queue>");
-    out.println("<defaultMinSharePreemptionTimeout>5</defaultMinSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionTimeout>10</defaultFairSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionThreshold>.5</defaultFairSharePreemptionThreshold>");
-    out.println("<defaultQueueSchedulingPolicy>drf</defaultQueueSchedulingPolicy>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Create four nodes
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 4), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    RMNode node2 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 4), 2,
-                    "127.0.0.2");
-    NodeAddedSchedulerEvent nodeEvent2 = new NodeAddedSchedulerEvent(node2);
-    scheduler.handle(nodeEvent2);
-
-    RMNode node3 =
-            MockNodes.newNodeInfo(1, Resources.createResource(2 * 1024, 4), 3,
-                    "127.0.0.3");
-    NodeAddedSchedulerEvent nodeEvent3 = new NodeAddedSchedulerEvent(node3);
-    scheduler.handle(nodeEvent3);
-
-    // Queue A and B each request three containers
-    ApplicationAttemptId app1 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 1);
-    ApplicationAttemptId app2 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 2);
-    ApplicationAttemptId app3 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 3);
-
-    ApplicationAttemptId app4 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 1);
-    ApplicationAttemptId app5 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 2);
-    ApplicationAttemptId app6 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 1, 3);
-
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    for (int i = 0; i < 2; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-    }
-
-    // Now new requests arrive from queues C and D
-    ApplicationAttemptId app7 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 1);
-    ApplicationAttemptId app8 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 2);
-    ApplicationAttemptId app9 =
-            createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 3);
-
-    ApplicationAttemptId app10 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 2, 1);
-    ApplicationAttemptId app11 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 2, 2);
-    ApplicationAttemptId app12 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 2, 3);
-
-    scheduler.update();
-
-    FSLeafQueue schedC =
-            scheduler.getQueueManager().getLeafQueue("queueC", true);
-    FSLeafQueue schedD =
-            scheduler.getQueueManager().getLeafQueue("queueD", true);
-
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(schedC, clock.getTime())));
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(schedD, clock.getTime())));
-
-    // Test :
-    // 1) whether componentWise min works as expected.
-    // 2) DRF calculator is used
-
-    // After minSharePreemptionTime has passed, they should want to preempt min
-    // share.
-    clock.tickSec(6);
-    Resource res = scheduler.resourceDeficit(schedC, clock.getTime());
-    assertEquals(1024, res.getMemorySize());
-    // Demand = 3
-    assertEquals(3, res.getVirtualCores());
-
-    res = scheduler.resourceDeficit(schedD, clock.getTime());
-    assertEquals(1024, res.getMemorySize());
-    // Demand = 6, but min share = 2
-    assertEquals(2, res.getVirtualCores());
-
-    // After fairSharePreemptionTime has passed, they should want to preempt
-    // fair share.
-    scheduler.update();
-    clock.tickSec(6);
-    res = scheduler.resourceDeficit(schedC, clock.getTime());
-    assertEquals(1536, res.getMemorySize());
-    assertEquals(3, res.getVirtualCores());
-
-    res = scheduler.resourceDeficit(schedD, clock.getTime());
-    assertEquals(1536, res.getMemorySize());
-    // Demand = 6, but fair share = 3
-    assertEquals(3, res.getVirtualCores());
-    stopResourceManager();
-  }
-
-  @Test
-  /**
-   * Tests the various timing of decision to preempt tasks.
-   */
-  public void testPreemptionDecisionWithVariousTimeout() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>1</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>2</weight>");
-    out.println("<minSharePreemptionTimeout>10</minSharePreemptionTimeout>");
-    out.println("<fairSharePreemptionTimeout>25</fairSharePreemptionTimeout>");
-    out.println("<queue name=\"queueB1\">");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("<minSharePreemptionTimeout>5</minSharePreemptionTimeout>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB2\">");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("<fairSharePreemptionTimeout>20</fairSharePreemptionTimeout>");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>1</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.print("<defaultMinSharePreemptionTimeout>15</defaultMinSharePreemptionTimeout>");
-    out.print("<defaultFairSharePreemptionTimeout>30</defaultFairSharePreemptionTimeout>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Check the min/fair share preemption timeout for each queue
-    QueueManager queueMgr = scheduler.getQueueManager();
-    assertEquals(30000, queueMgr.getQueue("root")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("default")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueA")
-            .getFairSharePreemptionTimeout());
-    assertEquals(25000, queueMgr.getQueue("queueB")
-            .getFairSharePreemptionTimeout());
-    assertEquals(25000, queueMgr.getQueue("queueB.queueB1")
-            .getFairSharePreemptionTimeout());
-    assertEquals(20000, queueMgr.getQueue("queueB.queueB2")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueC")
-            .getFairSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("root")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("default")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueA")
-            .getMinSharePreemptionTimeout());
-    assertEquals(10000, queueMgr.getQueue("queueB")
-            .getMinSharePreemptionTimeout());
-    assertEquals(5000, queueMgr.getQueue("queueB.queueB1")
-            .getMinSharePreemptionTimeout());
-    assertEquals(10000, queueMgr.getQueue("queueB.queueB2")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueC")
-            .getMinSharePreemptionTimeout());
-
-    // Create one big node
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(6 * 1024, 6), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    // Queue A takes all resources
-    for (int i = 0; i < 6; i ++) {
-      createSchedulingRequest(1 * 1024, "queueA", "user1", 1, 1);
-    }
-
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-    for (int i = 0; i < 6; i++) {
-      scheduler.handle(nodeUpdate1);
-    }
-
-    // Now new requests arrive from queues B1, B2 and C
-    createSchedulingRequest(1 * 1024, "queueB.queueB1", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, "queueB.queueB1", "user1", 1, 2);
-    createSchedulingRequest(1 * 1024, "queueB.queueB1", "user1", 1, 3);
-    createSchedulingRequest(1 * 1024, "queueB.queueB2", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, "queueB.queueB2", "user1", 1, 2);
-    createSchedulingRequest(1 * 1024, "queueB.queueB2", "user1", 1, 3);
-    createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 1);
-    createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 2);
-    createSchedulingRequest(1 * 1024, "queueC", "user1", 1, 3);
-
-    scheduler.update();
-
-    FSLeafQueue queueB1 = queueMgr.getLeafQueue("queueB.queueB1", true);
-    FSLeafQueue queueB2 = queueMgr.getLeafQueue("queueB.queueB2", true);
-    FSLeafQueue queueC = queueMgr.getLeafQueue("queueC", true);
-
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(queueB1, clock.getTime())));
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(queueB2, clock.getTime())));
-    assertTrue(Resources.equals(
-            Resources.none(), scheduler.resourceDeficit(queueC, clock.getTime())));
-
-    // After 5 seconds, queueB1 wants to preempt min share
-    scheduler.update();
-    clock.tickSec(6);
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            0, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            0, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-
-    // After 10 seconds, queueB2 wants to preempt min share
-    scheduler.update();
-    clock.tickSec(5);
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            0, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-
-    // After 15 seconds, queueC wants to preempt min share
-    scheduler.update();
-    clock.tickSec(5);
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-
-    // After 20 seconds, queueB2 should want to preempt fair share
-    scheduler.update();
-    clock.tickSec(5);
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-
-    // After 25 seconds, queueB1 should want to preempt fair share
-    scheduler.update();
-    clock.tickSec(5);
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            1024, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-
-    // After 30 seconds, queueC should want to preempt fair share
-    scheduler.update();
-    clock.tickSec(5);
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueB1, clock.getTime()).getMemorySize());
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueB2, clock.getTime()).getMemorySize());
-    assertEquals(
-            1536, scheduler.resourceDeficit(queueC, clock.getTime()).getMemorySize());
-    stopResourceManager();
-  }
-
-  @Test
-  /**
-   * Tests the decision to preempt tasks respect to non-preemptable queues
-   * 1, Queues as follow:
-   *   queueA(non-preemptable)
-   *   queueB(preemptable)
-   *   parentQueue(non-preemptable)
-   *     --queueC(preemptable)
-   *   queueD(preemptable)
-   * 2, Submit request to queueA, queueB, queueC, and all of them are over MinShare
-   * 3, Now all resource are occupied
-   * 4, Submit request to queueD, and need to preempt resource from other queues
-   * 5, Only preemptable queue(queueB) would be preempted.
-   */
-  public void testPreemptionDecisionWithNonPreemptableQueue() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"parentQueue\">");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueD\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>2048mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("<defaultMinSharePreemptionTimeout>5</defaultMinSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionTimeout>10</defaultFairSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionThreshold>.5</defaultFairSharePreemptionThreshold>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Create four nodes(3G each)
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    RMNode node2 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 2,
-                    "127.0.0.2");
-    NodeAddedSchedulerEvent nodeEvent2 = new NodeAddedSchedulerEvent(node2);
-    scheduler.handle(nodeEvent2);
-
-    RMNode node3 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 3,
-                    "127.0.0.3");
-    NodeAddedSchedulerEvent nodeEvent3 = new NodeAddedSchedulerEvent(node3);
-    scheduler.handle(nodeEvent3);
-
-    RMNode node4 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 4,
-                    "127.0.0.4");
-    NodeAddedSchedulerEvent nodeEvent4 = new NodeAddedSchedulerEvent(node4);
-    scheduler.handle(nodeEvent4);
-
-    // Submit apps to queueA, queueB, queueC,
-    // now all resource of the cluster is occupied
-    ApplicationAttemptId app1 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 4, 1);
-    ApplicationAttemptId app2 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 4, 2);
-    ApplicationAttemptId app3 =
-            createSchedulingRequest(1 * 1024, "parentQueue.queueC", "user1", 4, 3);
-
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    for (int i = 0; i < 3; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-
-      NodeUpdateSchedulerEvent nodeUpdate4 = new NodeUpdateSchedulerEvent(node4);
-      scheduler.handle(nodeUpdate4);
-    }
-
-    assertEquals(4, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-
-    // Now new requests arrive from queues D
-    ApplicationAttemptId app4 =
-            createSchedulingRequest(1 * 1024, "queueD", "user1", 4, 1);
-    scheduler.update();
-    FSLeafQueue schedD =
-            scheduler.getQueueManager().getLeafQueue("queueD", true);
-
-    // After minSharePreemptionTime has passed, 2G resource should preempted from
-    // queueB to queueD
-    clock.tickSec(6);
-    assertEquals(2048,
-            scheduler.resourceDeficit(schedD, clock.getTime()).getMemorySize());
-
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    // now only app2 is selected to be preempted
-    assertTrue("App2 should have container to be preempted",
-            !Collections.disjoint(
-                    scheduler.getSchedulerApp(app2).getLiveContainers(),
-                    scheduler.getSchedulerApp(app2).getPreemptionContainers()));
-    assertTrue("App1 should not have container to be preempted",
-            Collections.disjoint(
-                    scheduler.getSchedulerApp(app1).getLiveContainers(),
-                    scheduler.getSchedulerApp(app1).getPreemptionContainers()));
-    assertTrue("App3 should not have container to be preempted",
-            Collections.disjoint(
-                    scheduler.getSchedulerApp(app3).getLiveContainers(),
-                    scheduler.getSchedulerApp(app3).getPreemptionContainers()));
-    // Pretend 20 seconds have passed
-    clock.tickSec(20);
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    for (int i = 0; i < 3; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-
-      NodeUpdateSchedulerEvent nodeUpdate4 = new NodeUpdateSchedulerEvent(node4);
-      scheduler.handle(nodeUpdate4);
-    }
-    // after preemption
-    assertEquals(4, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-    assertEquals(2, scheduler.getSchedulerApp(app4).getLiveContainers().size());
-    stopResourceManager();
-  }
-
-  @Test
-  /**
-   * Tests the decision to preempt tasks when allowPreemptionFrom is set false on
-   * all queues.
-   * Then none of them would be preempted actually.
-   * 1, Queues as follow:
-   *   queueA(non-preemptable)
-   *   queueB(non-preemptable)
-   *   parentQueue(non-preemptable)
-   *     --queueC(preemptable)
-   *   parentQueue(preemptable)
-   *     --queueD(non-preemptable)
-   * 2, Submit request to queueB, queueC, queueD, and all of them are over MinShare
-   * 3, Now all resource are occupied
-   * 4, Submit request to queueA, and need to preempt resource from other queues
-   * 5, None of queues would be preempted.
-   */
-  public void testPreemptionDecisionWhenPreemptionDisabledOnAllQueues()
-          throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("<maxResources>0mb,0vcores</maxResources>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>2048mb,0vcores</minResources>");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("</queue>");
-    out.println("<queue name=\"parentQueue1\">");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("<queue name=\"queueC\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<queue name=\"parentQueue2\">");
-    out.println("<queue name=\"queueD\">");
-    out.println("<weight>.25</weight>");
-    out.println("<minResources>1024mb,0vcores</minResources>");
-    out.println("<allowPreemptionFrom>false</allowPreemptionFrom>");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<defaultMinSharePreemptionTimeout>5</defaultMinSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionTimeout>10</defaultFairSharePreemptionTimeout>");
-    out.println("<defaultFairSharePreemptionThreshold>.5</defaultFairSharePreemptionThreshold>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Create four nodes(3G each)
-    RMNode node1 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 1,
-                    "127.0.0.1");
-    NodeAddedSchedulerEvent nodeEvent1 = new NodeAddedSchedulerEvent(node1);
-    scheduler.handle(nodeEvent1);
-
-    RMNode node2 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 2,
-                    "127.0.0.2");
-    NodeAddedSchedulerEvent nodeEvent2 = new NodeAddedSchedulerEvent(node2);
-    scheduler.handle(nodeEvent2);
-
-    RMNode node3 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 3,
-                    "127.0.0.3");
-    NodeAddedSchedulerEvent nodeEvent3 = new NodeAddedSchedulerEvent(node3);
-    scheduler.handle(nodeEvent3);
-
-    RMNode node4 =
-            MockNodes.newNodeInfo(1, Resources.createResource(3 * 1024, 3), 4,
-                    "127.0.0.4");
-    NodeAddedSchedulerEvent nodeEvent4 = new NodeAddedSchedulerEvent(node4);
-    scheduler.handle(nodeEvent4);
-
-    // Submit apps to queueB, queueC, queueD
-    // now all resource of the cluster is occupied
-
-    ApplicationAttemptId app1 =
-            createSchedulingRequest(1 * 1024, "queueB", "user1", 4, 1);
-    ApplicationAttemptId app2 =
-            createSchedulingRequest(1 * 1024, "parentQueue1.queueC", "user1", 4, 2);
-    ApplicationAttemptId app3 =
-            createSchedulingRequest(1 * 1024, "parentQueue2.queueD", "user1", 4, 3);
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    for (int i = 0; i < 3; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-
-      NodeUpdateSchedulerEvent nodeUpdate4 = new NodeUpdateSchedulerEvent(node4);
-      scheduler.handle(nodeUpdate4);
-    }
-
-    assertEquals(4, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-
-    // Now new requests arrive from queues A
-    ApplicationAttemptId app4 =
-            createSchedulingRequest(1 * 1024, "queueA", "user1", 4, 1);
-    scheduler.update();
-    FSLeafQueue schedA =
-            scheduler.getQueueManager().getLeafQueue("queueA", true);
-
-    // After minSharePreemptionTime has passed, resource deficit is 2G
-    clock.tickSec(6);
-    assertEquals(2048,
-            scheduler.resourceDeficit(schedA, clock.getTime()).getMemorySize());
-
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    // now none app is selected to be preempted
-    assertTrue("App1 should have container to be preempted",
-            Collections.disjoint(
-                    scheduler.getSchedulerApp(app1).getLiveContainers(),
-                    scheduler.getSchedulerApp(app1).getPreemptionContainers()));
-    assertTrue("App2 should not have container to be preempted",
-            Collections.disjoint(
-                    scheduler.getSchedulerApp(app2).getLiveContainers(),
-                    scheduler.getSchedulerApp(app2).getPreemptionContainers()));
-    assertTrue("App3 should not have container to be preempted",
-            Collections.disjoint(
-                    scheduler.getSchedulerApp(app3).getLiveContainers(),
-                    scheduler.getSchedulerApp(app3).getPreemptionContainers()));
-    // Pretend 20 seconds have passed
-    clock.tickSec(20);
-    scheduler.preemptResources(Resources.createResource(2 * 1024));
-    for (int i = 0; i < 3; i++) {
-      NodeUpdateSchedulerEvent nodeUpdate1 = new NodeUpdateSchedulerEvent(node1);
-      scheduler.handle(nodeUpdate1);
-
-      NodeUpdateSchedulerEvent nodeUpdate2 = new NodeUpdateSchedulerEvent(node2);
-      scheduler.handle(nodeUpdate2);
-
-      NodeUpdateSchedulerEvent nodeUpdate3 = new NodeUpdateSchedulerEvent(node3);
-      scheduler.handle(nodeUpdate3);
-
-      NodeUpdateSchedulerEvent nodeUpdate4 = new NodeUpdateSchedulerEvent(node4);
-      scheduler.handle(nodeUpdate4);
-    }
-    // after preemption
-    assertEquals(4, scheduler.getSchedulerApp(app1).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app2).getLiveContainers().size());
-    assertEquals(4, scheduler.getSchedulerApp(app3).getLiveContainers().size());
-    assertEquals(0, scheduler.getSchedulerApp(app4).getLiveContainers().size());
-    stopResourceManager();
-  }
-
-  @Test
-  public void testBackwardsCompatiblePreemptionConfiguration() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
-
-    PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<queue name=\"queueB1\">");
-    out.println("<minSharePreemptionTimeout>5</minSharePreemptionTimeout>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB2\">");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("</queue>");
-    out.print("<defaultMinSharePreemptionTimeout>15</defaultMinSharePreemptionTimeout>");
-    out.print("<defaultFairSharePreemptionTimeout>30</defaultFairSharePreemptionTimeout>");
-    out.print("<fairSharePreemptionTimeout>40</fairSharePreemptionTimeout>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    // Check the min/fair share preemption timeout for each queue
-    QueueManager queueMgr = scheduler.getQueueManager();
-    assertEquals(30000, queueMgr.getQueue("root")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("default")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueA")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueB")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueB.queueB1")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueB.queueB2")
-            .getFairSharePreemptionTimeout());
-    assertEquals(30000, queueMgr.getQueue("queueC")
-            .getFairSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("root")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("default")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueA")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueB")
-            .getMinSharePreemptionTimeout());
-    assertEquals(5000, queueMgr.getQueue("queueB.queueB1")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueB.queueB2")
-            .getMinSharePreemptionTimeout());
-    assertEquals(15000, queueMgr.getQueue("queueC")
-            .getMinSharePreemptionTimeout());
-
-    // If both exist, we take the default one
-    out = new PrintWriter(new FileWriter(ALLOC_FILE));
-    out.println("<?xml version=\"1.0\"?>");
-    out.println("<allocations>");
-    out.println("<queue name=\"default\">");
-    out.println("</queue>");
-    out.println("<queue name=\"queueA\">");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB\">");
-    out.println("<queue name=\"queueB1\">");
-    out.println("<minSharePreemptionTimeout>5</minSharePreemptionTimeout>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueB2\">");
-    out.println("</queue>");
-    out.println("</queue>");
-    out.println("<queue name=\"queueC\">");
-    out.println("</queue>");
-    out.print("<defaultMinSharePreemptionTimeout>15</defaultMinSharePreemptionTimeout>");
-    out.print("<defaultFairSharePreemptionTimeout>25</defaultFairSharePreemptionTimeout>");
-    out.print("<fairSharePreemptionTimeout>30</fairSharePreemptionTimeout>");
-    out.println("</allocations>");
-    out.close();
-
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    assertEquals(25000, queueMgr.getQueue("root")
-            .getFairSharePreemptionTimeout());
-    stopResourceManager();
-  }
-
-  @Test(timeout = 5000)
-  public void testRecoverRequestAfterPreemption() throws Exception {
-    startResourceManagerWithRealFairScheduler();
-    conf.setLong(FairSchedulerConfiguration.WAIT_TIME_BEFORE_KILL, 10);
-
-    ControlledClock clock = new ControlledClock();
-    scheduler.setClock(clock);
-    scheduler.init(conf);
-    scheduler.start();
-    scheduler.reinitialize(conf, resourceManager.getRMContext());
-
-    SchedulerRequestKey schedulerKey = TestUtils.toSchedulerKey(20);
-    String host = "127.0.0.1";
-    int GB = 1024;
-
-    // Create Node and raised Node Added event
-    RMNode node = MockNodes.newNodeInfo(1,
-            Resources.createResource(16 * 1024, 4), 0, host);
-    NodeAddedSchedulerEvent nodeEvent = new NodeAddedSchedulerEvent(node);
-    scheduler.handle(nodeEvent);
-
-    // Create 3 container requests and place it in ask
-    List<ResourceRequest> ask = new ArrayList<ResourceRequest>();
-    ResourceRequest nodeLocalRequest = createResourceRequest(GB, 1, host,
-            schedulerKey.getPriority().getPriority(), 1, true);
-    ResourceRequest rackLocalRequest = createResourceRequest(GB, 1,
-        node.getRackName(), schedulerKey.getPriority().getPriority(), 1,
-        true);
-    ResourceRequest offRackRequest = createResourceRequest(GB, 1,
-        ResourceRequest.ANY, schedulerKey.getPriority().getPriority(), 1, true);
-    ask.add(nodeLocalRequest);
-    ask.add(rackLocalRequest);
-    ask.add(offRackRequest);
-
-    // Create Request and update
-    ApplicationAttemptId appAttemptId = createSchedulingRequest("queueA",
-            "user1", ask);
-    scheduler.update();
-
-    // Sufficient node check-ins to fully schedule containers
-    NodeUpdateSchedulerEvent nodeUpdate = new NodeUpdateSchedulerEvent(node);
-    scheduler.handle(nodeUpdate);
-
-    assertEquals(1, scheduler.getSchedulerApp(appAttemptId).getLiveContainers()
-            .size());
-    SchedulerApplicationAttempt app = scheduler.getSchedulerApp(appAttemptId);
-
-    // ResourceRequest will be empty once NodeUpdate is completed
-    Assert.assertNull(app.getResourceRequest(schedulerKey, host));
-
-    ContainerId containerId1 = ContainerId.newContainerId(appAttemptId, 1);
-    RMContainer rmContainer = app.getRMContainer(containerId1);
-
-    // Create a preempt event and register for preemption
-    scheduler.warnOrKillContainer(rmContainer);
-
-    // Wait for few clock ticks
-    clock.tickSec(5);
-
-    // preempt now
-    scheduler.warnOrKillContainer(rmContainer);
-
-    // Trigger container rescheduled event
-    scheduler.handle(new ContainerPreemptEvent(appAttemptId, rmContainer,
-            SchedulerEventType.MARK_CONTAINER_FOR_KILLABLE));
-
-    List<ResourceRequest> requests = rmContainer.getResourceRequests();
-    // Once recovered, resource request will be present again in app
-    Assert.assertEquals(3, requests.size());
-    for (ResourceRequest request : requests) {
-      Assert.assertEquals(1,
-              app.getResourceRequest(schedulerKey, request.getResourceName())
-                      .getNumContainers());
-    }
-
-    // Send node heartbeat
-    scheduler.update();
-    scheduler.handle(nodeUpdate);
-
-    List<Container> containers = scheduler.allocate(appAttemptId,
-            Collections.<ResourceRequest> emptyList(),
-            Collections.<ContainerId> emptyList(), null, null, null, null).getContainers();
-
-    // Now with updated ResourceRequest, a container is allocated for AM.
-    Assert.assertTrue(containers.size() == 1);
-    stopResourceManager();
-  }
-}


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