/**
* 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.mapreduce.v2.app;

import static org.mockito.Matchers.isA;
import static org.mockito.Mockito.*;

import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Set;

import junit.framework.Assert;

import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapreduce.MRJobConfig;
import org.apache.hadoop.mapreduce.v2.api.records.JobId;
import org.apache.hadoop.mapreduce.v2.api.records.JobState;
import org.apache.hadoop.mapreduce.v2.api.records.TaskAttemptId;
import org.apache.hadoop.mapreduce.v2.api.records.TaskAttemptState;
import org.apache.hadoop.mapreduce.v2.api.records.TaskId;
import org.apache.hadoop.mapreduce.v2.api.records.TaskState;
import org.apache.hadoop.mapreduce.v2.api.records.TaskType;
import org.apache.hadoop.mapreduce.v2.app.client.ClientService;
import org.apache.hadoop.mapreduce.v2.app.job.Job;
import org.apache.hadoop.mapreduce.v2.app.job.Task;
import org.apache.hadoop.mapreduce.v2.app.job.TaskAttempt;
import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptContainerAssignedEvent;
import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEvent;
import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEventType;
import org.apache.hadoop.mapreduce.v2.app.rm.ContainerAllocator;
import org.apache.hadoop.mapreduce.v2.app.rm.ContainerFailedEvent;
import org.apache.hadoop.mapreduce.v2.app.rm.ContainerRequestEvent;
import org.apache.hadoop.mapreduce.v2.app.rm.RMContainerAllocator;
import org.apache.hadoop.mapreduce.v2.util.MRBuilderUtils;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.net.NetUtils;
import org.apache.hadoop.net.NetworkTopology;
import org.apache.hadoop.yarn.ClusterInfo;
import org.apache.hadoop.yarn.YarnException;
import org.apache.hadoop.yarn.api.AMRMProtocol;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationId;
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.Dispatcher;
import org.apache.hadoop.yarn.event.DrainDispatcher;
import org.apache.hadoop.yarn.event.Event;
import org.apache.hadoop.yarn.event.EventHandler;
import org.apache.hadoop.yarn.factories.RecordFactory;
import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
import org.apache.hadoop.yarn.server.resourcemanager.MockNM;
import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.Allocation;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.SchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fifo.FifoScheduler;
import org.apache.hadoop.yarn.server.security.ContainerTokenSecretManager;
import org.apache.hadoop.yarn.util.BuilderUtils;
import org.junit.After;
import org.junit.Test;

@SuppressWarnings("unchecked")
public class TestRMContainerAllocator {

  static final Log LOG = LogFactory
      .getLog(TestRMContainerAllocator.class);
  static final RecordFactory recordFactory = RecordFactoryProvider
      .getRecordFactory(null);

  @After
  public void tearDown() {
    DefaultMetricsSystem.shutdown();
  }

  @Test
  public void testSimple() throws Exception {

    LOG.info("Running testSimple");

    Configuration conf = new Configuration();
    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 2048);
    amNodeManager.nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId = app.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();

    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0, 
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator = new MyContainerAllocator(rm, conf,
        appAttemptId, mockJob);

    // add resources to scheduler
    MockNM nodeManager1 = rm.registerNode("h1:1234", 10240);
    MockNM nodeManager2 = rm.registerNode("h2:1234", 10240);
    MockNM nodeManager3 = rm.registerNode("h3:1234", 10240);
    dispatcher.await();

    // create the container request
    ContainerRequestEvent event1 = createReq(jobId, 1, 1024,
        new String[] { "h1" });
    allocator.sendRequest(event1);

    // send 1 more request with different resource req
    ContainerRequestEvent event2 = createReq(jobId, 2, 1024,
        new String[] { "h2" });
    allocator.sendRequest(event2);

    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // send another request with different resource and priority
    ContainerRequestEvent event3 = createReq(jobId, 3, 1024,
        new String[] { "h3" });
    allocator.sendRequest(event3);

    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    nodeManager2.nodeHeartbeat(true); // Node heartbeat
    nodeManager3.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    checkAssignments(new ContainerRequestEvent[] { event1, event2, event3 },
        assigned, false);
  }

  @Test
  public void testResource() throws Exception {

    LOG.info("Running testResource");

    Configuration conf = new Configuration();
    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 2048);
    amNodeManager.nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId = app.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();

    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0,
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator = new MyContainerAllocator(rm, conf,
        appAttemptId, mockJob);

    // add resources to scheduler
    MockNM nodeManager1 = rm.registerNode("h1:1234", 10240);
    MockNM nodeManager2 = rm.registerNode("h2:1234", 10240);
    MockNM nodeManager3 = rm.registerNode("h3:1234", 10240);
    dispatcher.await();

    // create the container request
    ContainerRequestEvent event1 = createReq(jobId, 1, 1024,
        new String[] { "h1" });
    allocator.sendRequest(event1);

    // send 1 more request with different resource req
    ContainerRequestEvent event2 = createReq(jobId, 2, 2048,
        new String[] { "h2" });
    allocator.sendRequest(event2);

    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    nodeManager2.nodeHeartbeat(true); // Node heartbeat
    nodeManager3.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    checkAssignments(new ContainerRequestEvent[] { event1, event2 },
        assigned, false);
  }

  @Test
  public void testMapReduceScheduling() throws Exception {

    LOG.info("Running testMapReduceScheduling");

    Configuration conf = new Configuration();
    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 2048);
    amNodeManager.nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId = app.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();

    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0,
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator = new MyContainerAllocator(rm, conf,
        appAttemptId, mockJob);

    // add resources to scheduler
    MockNM nodeManager1 = rm.registerNode("h1:1234", 1024);
    MockNM nodeManager2 = rm.registerNode("h2:1234", 10240);
    MockNM nodeManager3 = rm.registerNode("h3:1234", 10240);
    dispatcher.await();

    // create the container request
    // send MAP request
    ContainerRequestEvent event1 = createReq(jobId, 1, 2048, new String[] {
        "h1", "h2" }, true, false);
    allocator.sendRequest(event1);

    // send REDUCE request
    ContainerRequestEvent event2 = createReq(jobId, 2, 3000,
        new String[] { "h1" }, false, true);
    allocator.sendRequest(event2);

    // send MAP request
    ContainerRequestEvent event3 = createReq(jobId, 3, 2048,
        new String[] { "h3" }, false, false);
    allocator.sendRequest(event3);

    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    nodeManager2.nodeHeartbeat(true); // Node heartbeat
    nodeManager3.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    checkAssignments(new ContainerRequestEvent[] { event1, event3 },
        assigned, false);

    // validate that no container is assigned to h1 as it doesn't have 2048
    for (TaskAttemptContainerAssignedEvent assig : assigned) {
      Assert.assertFalse("Assigned count not correct", "h1".equals(assig
          .getContainer().getNodeId().getHost()));
    }
  }

  private static class MyResourceManager extends MockRM {

    public MyResourceManager(Configuration conf) {
      super(conf);
    }

    @Override
    protected Dispatcher createDispatcher() {
      return new DrainDispatcher();
    }

    @Override
    protected EventHandler<SchedulerEvent> createSchedulerEventDispatcher() {
      // Dispatch inline for test sanity
      return new EventHandler<SchedulerEvent>() {
        @Override
        public void handle(SchedulerEvent event) {
          scheduler.handle(event);
        }
      };
    }
    @Override
    protected ResourceScheduler createScheduler() {
      return new MyFifoScheduler(this.getRMContext());
    }
  }

  @Test
  public void testReportedAppProgress() throws Exception {

    LOG.info("Running testReportedAppProgress");

    Configuration conf = new Configuration();
    final MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher rmDispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp rmApp = rm.submitApp(1024);
    rmDispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 21504);
    amNodeManager.nodeHeartbeat(true);
    rmDispatcher.await();

    final ApplicationAttemptId appAttemptId = rmApp.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    rmDispatcher.await();

    MRApp mrApp = new MRApp(appAttemptId, BuilderUtils.newContainerId(
      appAttemptId, 0), 10, 10, false, this.getClass().getName(), true, 1) {
      @Override
      protected Dispatcher createDispatcher() {
        return new DrainDispatcher();
      }
      protected ContainerAllocator createContainerAllocator(
          ClientService clientService, AppContext context) {
        return new MyContainerAllocator(rm, appAttemptId, context);
      };
    };

    Assert.assertEquals(0.0, rmApp.getProgress(), 0.0);

    mrApp.submit(conf);
    Job job = mrApp.getContext().getAllJobs().entrySet().iterator().next()
        .getValue();

    DrainDispatcher amDispatcher = (DrainDispatcher) mrApp.getDispatcher();

    MyContainerAllocator allocator = (MyContainerAllocator) mrApp
      .getContainerAllocator();

    mrApp.waitForState(job, JobState.RUNNING);

    amDispatcher.await();
    // Wait till all map-attempts request for containers
    for (Task t : job.getTasks().values()) {
      if (t.getType() == TaskType.MAP) {
        mrApp.waitForState(t.getAttempts().values().iterator().next(),
          TaskAttemptState.UNASSIGNED);
      }
    }
    amDispatcher.await();

    allocator.schedule();
    rmDispatcher.await();
    amNodeManager.nodeHeartbeat(true);
    rmDispatcher.await();
    allocator.schedule();
    rmDispatcher.await();

    // Wait for all map-tasks to be running
    for (Task t : job.getTasks().values()) {
      if (t.getType() == TaskType.MAP) {
        mrApp.waitForState(t, TaskState.RUNNING);
      }
    }

    allocator.schedule(); // Send heartbeat
    rmDispatcher.await();
    Assert.assertEquals(0.05f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.05f, rmApp.getProgress(), 0.001f);

    // Finish off 1 map.
    Iterator<Task> it = job.getTasks().values().iterator();
    finishNextNTasks(mrApp, it, 1);
    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.095f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.095f, rmApp.getProgress(), 0.001f);

    // Finish off 7 more so that map-progress is 80%
    finishNextNTasks(mrApp, it, 7);
    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.41f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.41f, rmApp.getProgress(), 0.001f);

    // Finish off the 2 remaining maps
    finishNextNTasks(mrApp, it, 2);

    // Wait till all reduce-attempts request for containers
    for (Task t : job.getTasks().values()) {
      if (t.getType() == TaskType.REDUCE) {
        mrApp.waitForState(t.getAttempts().values().iterator().next(),
          TaskAttemptState.UNASSIGNED);
      }
    }

    allocator.schedule();
    rmDispatcher.await();
    amNodeManager.nodeHeartbeat(true);
    rmDispatcher.await();
    allocator.schedule();
    rmDispatcher.await();

    // Wait for all reduce-tasks to be running
    for (Task t : job.getTasks().values()) {
      if (t.getType() == TaskType.REDUCE) {
        mrApp.waitForState(t, TaskState.RUNNING);
      }
    }

    // Finish off 2 reduces
    finishNextNTasks(mrApp, it, 2);

    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.59f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.59f, rmApp.getProgress(), 0.001f);

    // Finish off the remaining 8 reduces.
    finishNextNTasks(mrApp, it, 8);
    allocator.schedule();
    rmDispatcher.await();
    // Remaining is JobCleanup
    Assert.assertEquals(0.95f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.95f, rmApp.getProgress(), 0.001f);
  }

  private void finishNextNTasks(MRApp mrApp, Iterator<Task> it, int nextN)
      throws Exception {
    Task task;
    for (int i=0; i<nextN; i++) {
      task = it.next();
      finishTask(mrApp, task);
    }
  }

  private void finishTask(MRApp mrApp, Task task) throws Exception {
    TaskAttempt attempt = task.getAttempts().values().iterator().next();
    mrApp.getContext().getEventHandler().handle(
        new TaskAttemptEvent(attempt.getID(), TaskAttemptEventType.TA_DONE));
    mrApp.waitForState(task, TaskState.SUCCEEDED);
  }

  @Test
  public void testReportedAppProgressWithOnlyMaps() throws Exception {

    LOG.info("Running testReportedAppProgressWithOnlyMaps");

    Configuration conf = new Configuration();
    final MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher rmDispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp rmApp = rm.submitApp(1024);
    rmDispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 11264);
    amNodeManager.nodeHeartbeat(true);
    rmDispatcher.await();

    final ApplicationAttemptId appAttemptId = rmApp.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    rmDispatcher.await();

    MRApp mrApp = new MRApp(appAttemptId, BuilderUtils.newContainerId(
      appAttemptId, 0), 10, 0, false, this.getClass().getName(), true, 1) {
      @Override
        protected Dispatcher createDispatcher() {
          return new DrainDispatcher();
        }
      protected ContainerAllocator createContainerAllocator(
          ClientService clientService, AppContext context) {
        return new MyContainerAllocator(rm, appAttemptId, context);
      };
    };

    Assert.assertEquals(0.0, rmApp.getProgress(), 0.0);

    mrApp.submit(conf);
    Job job = mrApp.getContext().getAllJobs().entrySet().iterator().next()
        .getValue();

    DrainDispatcher amDispatcher = (DrainDispatcher) mrApp.getDispatcher();

    MyContainerAllocator allocator = (MyContainerAllocator) mrApp
      .getContainerAllocator();

    mrApp.waitForState(job, JobState.RUNNING);

    amDispatcher.await();
    // Wait till all map-attempts request for containers
    for (Task t : job.getTasks().values()) {
      mrApp.waitForState(t.getAttempts().values().iterator().next(),
        TaskAttemptState.UNASSIGNED);
    }
    amDispatcher.await();

    allocator.schedule();
    rmDispatcher.await();
    amNodeManager.nodeHeartbeat(true);
    rmDispatcher.await();
    allocator.schedule();
    rmDispatcher.await();

    // Wait for all map-tasks to be running
    for (Task t : job.getTasks().values()) {
      mrApp.waitForState(t, TaskState.RUNNING);
    }

    allocator.schedule(); // Send heartbeat
    rmDispatcher.await();
    Assert.assertEquals(0.05f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.05f, rmApp.getProgress(), 0.001f);

    Iterator<Task> it = job.getTasks().values().iterator();

    // Finish off 1 map so that map-progress is 10%
    finishNextNTasks(mrApp, it, 1);
    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.14f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.14f, rmApp.getProgress(), 0.001f);

    // Finish off 5 more map so that map-progress is 60%
    finishNextNTasks(mrApp, it, 5);
    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.59f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.59f, rmApp.getProgress(), 0.001f);

    // Finish off remaining map so that map-progress is 100%
    finishNextNTasks(mrApp, it, 4);
    allocator.schedule();
    rmDispatcher.await();
    Assert.assertEquals(0.95f, job.getProgress(), 0.001f);
    Assert.assertEquals(0.95f, rmApp.getProgress(), 0.001f);
  }

  @Test
  public void testBlackListedNodes() throws Exception {
    
    LOG.info("Running testBlackListedNodes");

    Configuration conf = new Configuration();
    conf.setBoolean(MRJobConfig.MR_AM_JOB_NODE_BLACKLISTING_ENABLE, true);
    conf.setInt(MRJobConfig.MAX_TASK_FAILURES_PER_TRACKER, 1);
    conf.setInt(
        MRJobConfig.MR_AM_IGNORE_BLACKLISTING_BLACKLISTED_NODE_PERECENT, -1);
    
    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 2048);
    amNodeManager.nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId = app.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();
    
    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0,
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator = new MyContainerAllocator(rm, conf,
        appAttemptId, mockJob);

    // add resources to scheduler
    MockNM nodeManager1 = rm.registerNode("h1:1234", 10240);
    MockNM nodeManager2 = rm.registerNode("h2:1234", 10240);
    MockNM nodeManager3 = rm.registerNode("h3:1234", 10240);
    dispatcher.await();

    // create the container request
    ContainerRequestEvent event1 = createReq(jobId, 1, 1024,
        new String[] { "h1" });
    allocator.sendRequest(event1);

    // send 1 more request with different resource req
    ContainerRequestEvent event2 = createReq(jobId, 2, 1024,
        new String[] { "h2" });
    allocator.sendRequest(event2);

    // send another request with different resource and priority
    ContainerRequestEvent event3 = createReq(jobId, 3, 1024,
        new String[] { "h3" });
    allocator.sendRequest(event3);

    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // Send events to blacklist nodes h1 and h2
    ContainerFailedEvent f1 = createFailEvent(jobId, 1, "h1", false);            
    allocator.sendFailure(f1);
    ContainerFailedEvent f2 = createFailEvent(jobId, 1, "h2", false);            
    allocator.sendFailure(f2);

    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    nodeManager2.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());    

    // mark h1/h2 as bad nodes
    nodeManager1.nodeHeartbeat(false);
    nodeManager2.nodeHeartbeat(false);
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());    

    nodeManager3.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();
    assigned = allocator.schedule();    
    dispatcher.await();
        
    Assert.assertTrue("No of assignments must be 3", assigned.size() == 3);
    
    // validate that all containers are assigned to h3
    for (TaskAttemptContainerAssignedEvent assig : assigned) {
      Assert.assertTrue("Assigned container host not correct", "h3".equals(assig
          .getContainer().getNodeId().getHost()));
    }
  }
  
  @Test
  public void testIgnoreBlacklisting() throws Exception {
    LOG.info("Running testIgnoreBlacklisting");

    Configuration conf = new Configuration();
    conf.setBoolean(MRJobConfig.MR_AM_JOB_NODE_BLACKLISTING_ENABLE, true);
    conf.setInt(MRJobConfig.MAX_TASK_FAILURES_PER_TRACKER, 1);
    conf.setInt(
        MRJobConfig.MR_AM_IGNORE_BLACKLISTING_BLACKLISTED_NODE_PERECENT, 33);

    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher =
        (DrainDispatcher) rm.getRMContext().getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM[] nodeManagers = new MockNM[10];
    int nmNum = 0;
    List<TaskAttemptContainerAssignedEvent> assigned = null;
    nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
    nodeManagers[0].nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId =
        app.getCurrentAppAttempt().getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();

    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0,
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator =
        new MyContainerAllocator(rm, conf, appAttemptId, mockJob);

    // Known=1, blacklisted=0, ignore should be false - assign first container
    assigned =
        getContainerOnHost(jobId, 1, 1024, new String[] { "h1" },
            nodeManagers[0], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    LOG.info("Failing container _1 on H1 (Node should be blacklisted and"
        + " ignore blacklisting enabled");
    // Send events to blacklist nodes h1 and h2
    ContainerFailedEvent f1 = createFailEvent(jobId, 1, "h1", false);
    allocator.sendFailure(f1);

    // Test single node.
    // Known=1, blacklisted=1, ignore should be true - assign 1
    assigned =
        getContainerOnHost(jobId, 2, 1024, new String[] { "h1" },
            nodeManagers[0], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
    // Known=2, blacklisted=1, ignore should be true - assign 1 anyway.
    assigned =
        getContainerOnHost(jobId, 3, 1024, new String[] { "h2" },
            nodeManagers[1], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
    // Known=3, blacklisted=1, ignore should be true - assign 1 anyway.
    assigned =
        getContainerOnHost(jobId, 4, 1024, new String[] { "h3" },
            nodeManagers[2], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    // Known=3, blacklisted=1, ignore should be true - assign 1
    assigned =
        getContainerOnHost(jobId, 5, 1024, new String[] { "h1" },
            nodeManagers[0], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
    // Known=4, blacklisted=1, ignore should be false - assign 1 anyway
    assigned =
        getContainerOnHost(jobId, 6, 1024, new String[] { "h4" },
            nodeManagers[3], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    // Test blacklisting re-enabled.
    // Known=4, blacklisted=1, ignore should be false - no assignment on h1
    assigned =
        getContainerOnHost(jobId, 7, 1024, new String[] { "h1" },
            nodeManagers[0], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());
    // RMContainerRequestor would have created a replacement request.

    // Blacklist h2
    ContainerFailedEvent f2 = createFailEvent(jobId, 3, "h2", false);
    allocator.sendFailure(f2);

    // Test ignore blacklisting re-enabled
    // Known=4, blacklisted=2, ignore should be true. Should assign 2
    // containers.
    assigned =
        getContainerOnHost(jobId, 8, 1024, new String[] { "h1" },
            nodeManagers[0], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 2", 2, assigned.size());

    // Known=4, blacklisted=2, ignore should be true.
    assigned =
        getContainerOnHost(jobId, 9, 1024, new String[] { "h2" },
            nodeManagers[1], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());

    // Test blacklist while ignore blacklisting enabled
    ContainerFailedEvent f3 = createFailEvent(jobId, 4, "h3", false);
    allocator.sendFailure(f3);

    nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
    // Known=5, blacklisted=3, ignore should be true.
    assigned =
        getContainerOnHost(jobId, 10, 1024, new String[] { "h3" },
            nodeManagers[2], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());
    
    // Assign on 5 more nodes - to re-enable blacklisting
    for (int i = 0; i < 5; i++) {
      nodeManagers[nmNum] = registerNodeManager(nmNum++, rm, dispatcher);
      assigned =
          getContainerOnHost(jobId, 11 + i, 1024,
              new String[] { String.valueOf(5 + i) }, nodeManagers[4 + i],
              dispatcher, allocator);
      Assert.assertEquals("No of assignments must be 1", 1, assigned.size());
    }

    // Test h3 (blacklisted while ignoring blacklisting) is blacklisted.
    assigned =
        getContainerOnHost(jobId, 20, 1024, new String[] { "h3" },
            nodeManagers[2], dispatcher, allocator);
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());
  }

  private MockNM registerNodeManager(int i, MyResourceManager rm,
      DrainDispatcher dispatcher) throws Exception {
    MockNM nm = rm.registerNode("h" + (i + 1) + ":1234", 10240);
    dispatcher.await();
    return nm;
  }

  private
      List<TaskAttemptContainerAssignedEvent> getContainerOnHost(JobId jobId,
          int taskAttemptId, int memory, String[] hosts, MockNM mockNM,
          DrainDispatcher dispatcher, MyContainerAllocator allocator)
          throws Exception {
    ContainerRequestEvent reqEvent =
        createReq(jobId, taskAttemptId, memory, hosts);
    allocator.sendRequest(reqEvent);

    // Send the request to the RM
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // Heartbeat from the required nodeManager
    mockNM.nodeHeartbeat(true);
    dispatcher.await();

    assigned = allocator.schedule();
    dispatcher.await();
    return assigned;
  }
 
  @Test
  public void testBlackListedNodesWithSchedulingToThatNode() throws Exception {
    LOG.info("Running testBlackListedNodesWithSchedulingToThatNode");

    Configuration conf = new Configuration();
    conf.setBoolean(MRJobConfig.MR_AM_JOB_NODE_BLACKLISTING_ENABLE, true);
    conf.setInt(MRJobConfig.MAX_TASK_FAILURES_PER_TRACKER, 1);
    conf.setInt(
        MRJobConfig.MR_AM_IGNORE_BLACKLISTING_BLACKLISTED_NODE_PERECENT, -1);
    
    MyResourceManager rm = new MyResourceManager(conf);
    rm.start();
    DrainDispatcher dispatcher = (DrainDispatcher) rm.getRMContext()
        .getDispatcher();

    // Submit the application
    RMApp app = rm.submitApp(1024);
    dispatcher.await();

    MockNM amNodeManager = rm.registerNode("amNM:1234", 2048);
    amNodeManager.nodeHeartbeat(true);
    dispatcher.await();

    ApplicationAttemptId appAttemptId = app.getCurrentAppAttempt()
        .getAppAttemptId();
    rm.sendAMLaunched(appAttemptId);
    dispatcher.await();
    
    JobId jobId = MRBuilderUtils.newJobId(appAttemptId.getApplicationId(), 0);
    Job mockJob = mock(Job.class);
    when(mockJob.getReport()).thenReturn(
        MRBuilderUtils.newJobReport(jobId, "job", "user", JobState.RUNNING, 0,
            0, 0, 0, 0, 0, 0, "jobfile", null, false));
    MyContainerAllocator allocator = new MyContainerAllocator(rm, conf,
        appAttemptId, mockJob);

    // add resources to scheduler
    MockNM nodeManager1 = rm.registerNode("h1:1234", 10240);
    MockNM nodeManager3 = rm.registerNode("h3:1234", 10240);
    dispatcher.await();

    LOG.info("Requesting 1 Containers _1 on H1");
    // create the container request
    ContainerRequestEvent event1 = createReq(jobId, 1, 1024,
        new String[] { "h1" });
    allocator.sendRequest(event1);

    LOG.info("RM Heartbeat (to send the container requests)");
    // this tells the scheduler about the requests
    // as nodes are not added, no allocations
    List<TaskAttemptContainerAssignedEvent> assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    LOG.info("h1 Heartbeat (To actually schedule the containers)");
    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();
    
    LOG.info("RM Heartbeat (To process the scheduled containers)");
    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 1", 1, assigned.size());    
    
    LOG.info("Failing container _1 on H1 (should blacklist the node)");
    // Send events to blacklist nodes h1 and h2
    ContainerFailedEvent f1 = createFailEvent(jobId, 1, "h1", false);
    allocator.sendFailure(f1);

    //At this stage, a request should be created for a fast fail map
    //Create a FAST_FAIL request for a previously failed map.
    ContainerRequestEvent event1f = createReq(jobId, 1, 1024,
        new String[] { "h1" }, true, false);
    allocator.sendRequest(event1f);

    //Update the Scheduler with the new requests.
    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());

    // send another request with different resource and priority
    ContainerRequestEvent event3 = createReq(jobId, 3, 1024,
        new String[] { "h1", "h3" });
    allocator.sendRequest(event3);
    
    //Allocator is aware of prio:5 container, and prio:20 (h1+h3) container.
    //RM is only aware of the prio:5 container
    
    LOG.info("h1 Heartbeat (To actually schedule the containers)");
    // update resources in scheduler
    nodeManager1.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();
    
    LOG.info("RM Heartbeat (To process the scheduled containers)");
    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());    
    
    //RMContainerAllocator gets assigned a p:5 on a blacklisted node.

    //Send a release for the p:5 container + another request.
    LOG.info("RM Heartbeat (To process the re-scheduled containers)");
    assigned = allocator.schedule();
    dispatcher.await();
    Assert.assertEquals("No of assignments must be 0", 0, assigned.size());
    
    //Hearbeat from H3 to schedule on this host.
    LOG.info("h3 Heartbeat (To re-schedule the containers)");
    nodeManager3.nodeHeartbeat(true); // Node heartbeat
    dispatcher.await();
    
    LOG.info("RM Heartbeat (To process the re-scheduled containers for H3)");
    assigned = allocator.schedule();
    dispatcher.await();
     
    // For debugging
    for (TaskAttemptContainerAssignedEvent assig : assigned) {
      LOG.info(assig.getTaskAttemptID() +
          " assgined to " + assig.getContainer().getId() +
          " with priority " + assig.getContainer().getPriority());
    }
    
    Assert.assertEquals("No of assignments must be 2", 2, assigned.size());
    
    // validate that all containers are assigned to h3
    for (TaskAttemptContainerAssignedEvent assig : assigned) {
      Assert.assertEquals("Assigned container " + assig.getContainer().getId()
          + " host not correct", "h3", assig.getContainer().getNodeId().getHost());
    }
  }
  
  private static class MyFifoScheduler extends FifoScheduler {

    public MyFifoScheduler(RMContext rmContext) {
      super();
      try {
        Configuration conf = new Configuration();
        reinitialize(conf, new ContainerTokenSecretManager(conf),
            rmContext);
      } catch (IOException ie) {
        LOG.info("add application failed with ", ie);
        assert (false);
      }
    }

    // override this to copy the objects otherwise FifoScheduler updates the
    // numContainers in same objects as kept by RMContainerAllocator
    @Override
    public synchronized Allocation allocate(
        ApplicationAttemptId applicationAttemptId, List<ResourceRequest> ask,
        List<ContainerId> release) {
      List<ResourceRequest> askCopy = new ArrayList<ResourceRequest>();
      for (ResourceRequest req : ask) {
        ResourceRequest reqCopy = BuilderUtils.newResourceRequest(req
            .getPriority(), req.getHostName(), req.getCapability(), req
            .getNumContainers());
        askCopy.add(reqCopy);
      }
      return super.allocate(applicationAttemptId, askCopy, release);
    }
  }

  private ContainerRequestEvent createReq(JobId jobId, int taskAttemptId,
      int memory, String[] hosts) {
    return createReq(jobId, taskAttemptId, memory, hosts, false, false);
  }

  private ContainerRequestEvent
      createReq(JobId jobId, int taskAttemptId, int memory, String[] hosts,
          boolean earlierFailedAttempt, boolean reduce) {
    TaskId taskId;
    if (reduce) {
      taskId = MRBuilderUtils.newTaskId(jobId, 0, TaskType.REDUCE);
    } else {
      taskId = MRBuilderUtils.newTaskId(jobId, 0, TaskType.MAP);
    }
    TaskAttemptId attemptId = MRBuilderUtils.newTaskAttemptId(taskId,
        taskAttemptId);
    Resource containerNeed = BuilderUtils.newResource(memory);
    if (earlierFailedAttempt) {
      return ContainerRequestEvent
          .createContainerRequestEventForFailedContainer(attemptId,
              containerNeed);
    }
    return new ContainerRequestEvent(attemptId, containerNeed, hosts,
        new String[] { NetworkTopology.DEFAULT_RACK });
  }

  private ContainerFailedEvent createFailEvent(JobId jobId, int taskAttemptId,
      String host, boolean reduce) {
    TaskId taskId;
    if (reduce) {
      taskId = MRBuilderUtils.newTaskId(jobId, 0, TaskType.REDUCE);
    } else {
      taskId = MRBuilderUtils.newTaskId(jobId, 0, TaskType.MAP);
    }
    TaskAttemptId attemptId = MRBuilderUtils.newTaskAttemptId(taskId,
        taskAttemptId);
    return new ContainerFailedEvent(attemptId, host);    
  }
  
  private void checkAssignments(ContainerRequestEvent[] requests,
      List<TaskAttemptContainerAssignedEvent> assignments,
      boolean checkHostMatch) {
    Assert.assertNotNull("Container not assigned", assignments);
    Assert.assertEquals("Assigned count not correct", requests.length,
        assignments.size());

    // check for uniqueness of containerIDs
    Set<ContainerId> containerIds = new HashSet<ContainerId>();
    for (TaskAttemptContainerAssignedEvent assigned : assignments) {
      containerIds.add(assigned.getContainer().getId());
    }
    Assert.assertEquals("Assigned containers must be different", assignments
        .size(), containerIds.size());

    // check for all assignment
    for (ContainerRequestEvent req : requests) {
      TaskAttemptContainerAssignedEvent assigned = null;
      for (TaskAttemptContainerAssignedEvent ass : assignments) {
        if (ass.getTaskAttemptID().equals(req.getAttemptID())) {
          assigned = ass;
          break;
        }
      }
      checkAssignment(req, assigned, checkHostMatch);
    }
  }

  private void checkAssignment(ContainerRequestEvent request,
      TaskAttemptContainerAssignedEvent assigned, boolean checkHostMatch) {
    Assert.assertNotNull("Nothing assigned to attempt "
        + request.getAttemptID(), assigned);
    Assert.assertEquals("assigned to wrong attempt", request.getAttemptID(),
        assigned.getTaskAttemptID());
    if (checkHostMatch) {
      Assert.assertTrue("Not assigned to requested host", Arrays.asList(
          request.getHosts()).contains(
          assigned.getContainer().getNodeId().toString()));
    }
  }

  // Mock RMContainerAllocator
  // Instead of talking to remote Scheduler,uses the local Scheduler
  private static class MyContainerAllocator extends RMContainerAllocator {
    static final List<TaskAttemptContainerAssignedEvent> events
      = new ArrayList<TaskAttemptContainerAssignedEvent>();

    private MyResourceManager rm;

    private static AppContext createAppContext(
        ApplicationAttemptId appAttemptId, Job job) {
      AppContext context = mock(AppContext.class);
      ApplicationId appId = appAttemptId.getApplicationId();
      when(context.getApplicationID()).thenReturn(appId);
      when(context.getApplicationAttemptId()).thenReturn(appAttemptId);
      when(context.getJob(isA(JobId.class))).thenReturn(job);
      when(context.getClusterInfo()).thenReturn(
          new ClusterInfo(BuilderUtils.newResource(1024), BuilderUtils
              .newResource(10240)));
      when(context.getEventHandler()).thenReturn(new EventHandler() {
        @Override
        public void handle(Event event) {
          // Only capture interesting events.
          if (event instanceof TaskAttemptContainerAssignedEvent) {
            events.add((TaskAttemptContainerAssignedEvent) event);
          }
        }
      });
      return context;
    }

    private static ClientService createMockClientService() {
      ClientService service = mock(ClientService.class);
      when(service.getBindAddress()).thenReturn(
          NetUtils.createSocketAddr("localhost:4567"));
      when(service.getHttpPort()).thenReturn(890);
      return service;
    }

    // Use this constructor when using a real job.
    MyContainerAllocator(MyResourceManager rm,
        ApplicationAttemptId appAttemptId, AppContext context) {
      super(createMockClientService(), context);
      this.rm = rm;
    }

    // Use this constructor when you are using a mocked job.
    public MyContainerAllocator(MyResourceManager rm, Configuration conf,
        ApplicationAttemptId appAttemptId, Job job) {
      super(createMockClientService(), createAppContext(appAttemptId, job));
      this.rm = rm;
      super.init(conf);
      super.start();
    }

    @Override
    protected AMRMProtocol createSchedulerProxy() {
      return this.rm.getApplicationMasterService();
    }

    @Override
    protected void register() {
      super.register();
    }

    @Override
    protected void unregister() {
    }

    @Override
    protected Resource getMinContainerCapability() {
      return BuilderUtils.newResource(1024);
    }

    @Override
    protected Resource getMaxContainerCapability() {
      return BuilderUtils.newResource(10240);
    }

    public void sendRequest(ContainerRequestEvent req) {
      sendRequests(Arrays.asList(new ContainerRequestEvent[] { req }));
    }

    public void sendRequests(List<ContainerRequestEvent> reqs) {
      for (ContainerRequestEvent req : reqs) {
        super.handleEvent(req);
      }
    }

    public void sendFailure(ContainerFailedEvent f) {
      super.handleEvent(f);
    }
    
    // API to be used by tests
    public List<TaskAttemptContainerAssignedEvent> schedule() {
      // run the scheduler
      try {
        super.heartbeat();
      } catch (Exception e) {
        LOG.error("error in heartbeat ", e);
        throw new YarnException(e);
      }

      List<TaskAttemptContainerAssignedEvent> result
        = new ArrayList<TaskAttemptContainerAssignedEvent>(events);
      events.clear();
      return result;
    }

    @Override
    protected void startAllocatorThread() {
      // override to NOT start thread
    }
        
  }

  @Test
  public void testReduceScheduling() throws Exception {
    int totalMaps = 10;
    int succeededMaps = 1;
    int scheduledMaps = 10;
    int scheduledReduces = 0;
    int assignedMaps = 2;
    int assignedReduces = 0;
    int mapResourceReqt = 1024;
    int reduceResourceReqt = 2*1024;
    int numPendingReduces = 4;
    float maxReduceRampupLimit = 0.5f;
    float reduceSlowStart = 0.2f;
    
    RMContainerAllocator allocator = mock(RMContainerAllocator.class);
    doCallRealMethod().when(allocator).
        scheduleReduces(anyInt(), anyInt(), anyInt(), anyInt(), anyInt(), 
            anyInt(), anyInt(), anyInt(), anyInt(), anyFloat(), anyFloat());
    
    // Test slow-start
    allocator.scheduleReduces(
        totalMaps, succeededMaps, 
        scheduledMaps, scheduledReduces, 
        assignedMaps, assignedReduces, 
        mapResourceReqt, reduceResourceReqt, 
        numPendingReduces, 
        maxReduceRampupLimit, reduceSlowStart);
    verify(allocator, never()).setIsReduceStarted(true);
    
    succeededMaps = 3;
    allocator.scheduleReduces(
        totalMaps, succeededMaps, 
        scheduledMaps, scheduledReduces, 
        assignedMaps, assignedReduces, 
        mapResourceReqt, reduceResourceReqt, 
        numPendingReduces, 
        maxReduceRampupLimit, reduceSlowStart);
    verify(allocator, times(1)).setIsReduceStarted(true);
    
    // Test reduce ramp-up
    doReturn(100 * 1024).when(allocator).getMemLimit();
    allocator.scheduleReduces(
        totalMaps, succeededMaps, 
        scheduledMaps, scheduledReduces, 
        assignedMaps, assignedReduces, 
        mapResourceReqt, reduceResourceReqt, 
        numPendingReduces, 
        maxReduceRampupLimit, reduceSlowStart);
    verify(allocator).rampUpReduces(anyInt());
    verify(allocator, never()).rampDownReduces(anyInt());

    // Test reduce ramp-down
    scheduledReduces = 3;
    doReturn(10 * 1024).when(allocator).getMemLimit();
    allocator.scheduleReduces(
        totalMaps, succeededMaps, 
        scheduledMaps, scheduledReduces, 
        assignedMaps, assignedReduces, 
        mapResourceReqt, reduceResourceReqt, 
        numPendingReduces, 
        maxReduceRampupLimit, reduceSlowStart);
    verify(allocator).rampDownReduces(anyInt());
  }
  
  public static void main(String[] args) throws Exception {
    TestRMContainerAllocator t = new TestRMContainerAllocator();
    t.testSimple();
    t.testResource();
    t.testMapReduceScheduling();
    t.testReportedAppProgress();
    t.testReportedAppProgressWithOnlyMaps();
    t.testBlackListedNodes();
  }

}
