resourcemanager/scheduler/SchedulerApplicationAttempt.java

/**
* 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;

import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;

import org.apache.commons.lang.time.DateUtils;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.classification.InterfaceAudience.Private;
import org.apache.hadoop.classification.InterfaceStability.Stable;
import org.apache.hadoop.classification.InterfaceStability.Unstable;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ApplicationResourceUsageReport;
import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
import org.apache.hadoop.yarn.api.records.Container;
import org.apache.hadoop.yarn.api.records.ContainerId;
import org.apache.hadoop.yarn.api.records.LogAggregationContext;
import org.apache.hadoop.yarn.api.records.NMToken;
import org.apache.hadoop.yarn.api.records.NodeId;
import org.apache.hadoop.yarn.api.records.Priority;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.ResourceRequest;
import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.AggregateAppResourceUsage;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttempt;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptState;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainer;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainerEventType;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainerImpl;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainerReservedEvent;
import org.apache.hadoop.yarn.server.resourcemanager.rmcontainer.RMContainerState;
import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNodeCleanContainerEvent;
import org.apache.hadoop.yarn.util.resource.Resources;

import com.google.common.base.Preconditions;
import com.google.common.collect.HashMultiset;
import com.google.common.collect.Multiset;

/**
 * Represents an application attempt from the viewpoint of the scheduler.
 * Each running app attempt in the RM corresponds to one instance
 * of this class.
 */
@Private
@Unstable
public class SchedulerApplicationAttempt {

  private static final Log LOG = LogFactory
    .getLog(SchedulerApplicationAttempt.class);

  private static final long MEM_AGGREGATE_ALLOCATION_CACHE_MSECS = 3000;
  protected long lastMemoryAggregateAllocationUpdateTime = 0;
  private long lastMemorySeconds = 0;
  private long lastVcoreSeconds = 0;

  protected final AppSchedulingInfo appSchedulingInfo;
  protected ApplicationAttemptId attemptId;
  protected Map<ContainerId, RMContainer> liveContainers =
      new HashMap<ContainerId, RMContainer>();
  protected final Map<Priority, Map<NodeId, RMContainer>> reservedContainers =
      new HashMap<Priority, Map<NodeId, RMContainer>>();

  private final Multiset<Priority> reReservations = HashMultiset.create();

  protected final Resource currentReservation = Resource.newInstance(0, 0);
  private Resource resourceLimit = Resource.newInstance(0, 0);
  protected Resource currentConsumption = Resource.newInstance(0, 0);
  private Resource amResource = Resources.none();
  private boolean unmanagedAM = true;
  private boolean amRunning = false;
  private LogAggregationContext logAggregationContext;

  protected List<RMContainer> newlyAllocatedContainers =
      new ArrayList<RMContainer>();

  // This pendingRelease is used in work-preserving recovery scenario to keep
  // track of the AM's outstanding release requests. RM on recovery could
  // receive the release request form AM before it receives the container status
  // from NM for recovery. In this case, the to-be-recovered containers reported
  // by NM should not be recovered.
  private Set<ContainerId> pendingRelease = null;

  /**
   * Count how many times the application has been given an opportunity
   * to schedule a task at each priority. Each time the scheduler
   * asks the application for a task at this priority, it is incremented,
   * and each time the application successfully schedules a task, it
   * is reset to 0.
   */
  Multiset<Priority> schedulingOpportunities = HashMultiset.create();

  // Time of the last container scheduled at the current allowed level
  protected Map<Priority, Long> lastScheduledContainer =
      new HashMap<Priority, Long>();

  protected Queue queue;
  protected boolean isStopped = false;

  protected final RMContext rmContext;

  public SchedulerApplicationAttempt(ApplicationAttemptId applicationAttemptId,
      String user, Queue queue, ActiveUsersManager activeUsersManager,
      RMContext rmContext) {
    Preconditions.checkNotNull(rmContext, "RMContext should not be null");
    this.rmContext = rmContext;
    this.appSchedulingInfo =
        new AppSchedulingInfo(applicationAttemptId, user, queue,
            activeUsersManager, rmContext.getEpoch());
    this.queue = queue;
    this.pendingRelease = new HashSet<ContainerId>();
    this.attemptId = applicationAttemptId;
    if (rmContext.getRMApps() != null &&
        rmContext.getRMApps()
            .containsKey(applicationAttemptId.getApplicationId())) {
      ApplicationSubmissionContext appSubmissionContext =
          rmContext.getRMApps().get(applicationAttemptId.getApplicationId())
              .getApplicationSubmissionContext();
      if (appSubmissionContext != null) {
        unmanagedAM = appSubmissionContext.getUnmanagedAM();
        this.logAggregationContext =
            appSubmissionContext.getLogAggregationContext();
      }
    }
  }

  /**
   * Get the live containers of the application.
   * @return live containers of the application
   */
  public synchronized Collection<RMContainer> getLiveContainers() {
    return new ArrayList<RMContainer>(liveContainers.values());
  }

  public AppSchedulingInfo getAppSchedulingInfo() {
    return this.appSchedulingInfo;
  }

  /**
   * Is this application pending?
   * @return true if it is else false.
   */
  public boolean isPending() {
    return appSchedulingInfo.isPending();
  }

  /**
   * Get {@link ApplicationAttemptId} of the application master.
   * @return <code>ApplicationAttemptId</code> of the application master
   */
  public ApplicationAttemptId getApplicationAttemptId() {
    return appSchedulingInfo.getApplicationAttemptId();
  }

  public ApplicationId getApplicationId() {
    return appSchedulingInfo.getApplicationId();
  }

  public String getUser() {
    return appSchedulingInfo.getUser();
  }

  public Map<String, ResourceRequest> getResourceRequests(Priority priority) {
    return appSchedulingInfo.getResourceRequests(priority);
  }

  public Set<ContainerId> getPendingRelease() {
    return this.pendingRelease;
  }

  public long getNewContainerId() {
    return appSchedulingInfo.getNewContainerId();
  }

  public Collection<Priority> getPriorities() {
    return appSchedulingInfo.getPriorities();
  }

  public synchronized ResourceRequest getResourceRequest(Priority priority, String resourceName) {
    return this.appSchedulingInfo.getResourceRequest(priority, resourceName);
  }

  public synchronized int getTotalRequiredResources(Priority priority) {
    return getResourceRequest(priority, ResourceRequest.ANY).getNumContainers();
  }

  public synchronized Resource getResource(Priority priority) {
    return appSchedulingInfo.getResource(priority);
  }

  public String getQueueName() {
    return appSchedulingInfo.getQueueName();
  }

  public Resource getAMResource() {
    return amResource;
  }

  public void setAMResource(Resource amResource) {
    this.amResource = amResource;
  }

  public boolean isAmRunning() {
    return amRunning;
  }

  public void setAmRunning(boolean bool) {
    amRunning = bool;
  }

  public boolean getUnmanagedAM() {
    return unmanagedAM;
  }

  public synchronized RMContainer getRMContainer(ContainerId id) {
    return liveContainers.get(id);
  }

  protected synchronized void resetReReservations(Priority priority) {
    reReservations.setCount(priority, 0);
  }

  protected synchronized void addReReservation(Priority priority) {
    reReservations.add(priority);
  }

  public synchronized int getReReservations(Priority priority) {
    return reReservations.count(priority);
  }

  /**
   * Get total current reservations.
   * Used only by unit tests
   * @return total current reservations
   */
  @Stable
  @Private
  public synchronized Resource getCurrentReservation() {
    return currentReservation;
  }

  public Queue getQueue() {
    return queue;
  }

  public synchronized void updateResourceRequests(
      List<ResourceRequest> requests) {
    if (!isStopped) {
      appSchedulingInfo.updateResourceRequests(requests, false);
    }
  }

  public synchronized void recoverResourceRequests(
      List<ResourceRequest> requests) {
    if (!isStopped) {
      appSchedulingInfo.updateResourceRequests(requests, true);
    }
  }

  public synchronized void stop(RMAppAttemptState rmAppAttemptFinalState) {
    // Cleanup all scheduling information
    isStopped = true;
    appSchedulingInfo.stop(rmAppAttemptFinalState);
  }

  public synchronized boolean isStopped() {
    return isStopped;
  }

  /**
   * Get the list of reserved containers
   * @return All of the reserved containers.
   */
  public synchronized List<RMContainer> getReservedContainers() {
    List<RMContainer> reservedContainers = new ArrayList<RMContainer>();
    for (Map.Entry<Priority, Map<NodeId, RMContainer>> e :
      this.reservedContainers.entrySet()) {
      reservedContainers.addAll(e.getValue().values());
    }
    return reservedContainers;
  }

  public synchronized RMContainer reserve(SchedulerNode node, Priority priority,
      RMContainer rmContainer, Container container) {
    // Create RMContainer if necessary
    if (rmContainer == null) {
      rmContainer =
          new RMContainerImpl(container, getApplicationAttemptId(),
              node.getNodeID(), appSchedulingInfo.getUser(), rmContext);

      Resources.addTo(currentReservation, container.getResource());

      // Reset the re-reservation count
      resetReReservations(priority);
    } else {
      // Note down the re-reservation
      addReReservation(priority);
    }
    rmContainer.handle(new RMContainerReservedEvent(container.getId(),
        container.getResource(), node.getNodeID(), priority));

    Map<NodeId, RMContainer> reservedContainers =
        this.reservedContainers.get(priority);
    if (reservedContainers == null) {
      reservedContainers = new HashMap<NodeId, RMContainer>();
      this.reservedContainers.put(priority, reservedContainers);
    }
    reservedContainers.put(node.getNodeID(), rmContainer);

    if (LOG.isDebugEnabled()) {
      LOG.debug("Application attempt " + getApplicationAttemptId()
          + " reserved container " + rmContainer + " on node " + node
          + ". This attempt currently has " + reservedContainers.size()
          + " reserved containers at priority " + priority
          + "; currentReservation " + currentReservation.getMemory());
    }

    return rmContainer;
  }

  /**
   * Has the application reserved the given <code>node</code> at the
   * given <code>priority</code>?
   * @param node node to be checked
   * @param priority priority of reserved container
   * @return true is reserved, false if not
   */
  public synchronized boolean isReserved(SchedulerNode node, Priority priority) {
    Map<NodeId, RMContainer> reservedContainers =
        this.reservedContainers.get(priority);
    if (reservedContainers != null) {
      return reservedContainers.containsKey(node.getNodeID());
    }
    return false;
  }

  public synchronized void setHeadroom(Resource globalLimit) {
    this.resourceLimit = globalLimit;
  }

  /**
   * Get available headroom in terms of resources for the application's user.
   * @return available resource headroom
   */
  public synchronized Resource getHeadroom() {
    // Corner case to deal with applications being slightly over-limit
    if (resourceLimit.getMemory() < 0) {
      resourceLimit.setMemory(0);
    }

    return resourceLimit;
  }

  public synchronized int getNumReservedContainers(Priority priority) {
    Map<NodeId, RMContainer> reservedContainers =
        this.reservedContainers.get(priority);
    return (reservedContainers == null) ? 0 : reservedContainers.size();
  }

  @SuppressWarnings("unchecked")
  public synchronized void containerLaunchedOnNode(ContainerId containerId,
      NodeId nodeId) {
    // Inform the container
    RMContainer rmContainer = getRMContainer(containerId);
    if (rmContainer == null) {
      // Some unknown container sneaked into the system. Kill it.
      rmContext.getDispatcher().getEventHandler()
        .handle(new RMNodeCleanContainerEvent(nodeId, containerId));
      return;
    }

    rmContainer.handle(new RMContainerEvent(containerId,
        RMContainerEventType.LAUNCHED));
  }

  public synchronized void showRequests() {
    if (LOG.isDebugEnabled()) {
      for (Priority priority : getPriorities()) {
        Map<String, ResourceRequest> requests = getResourceRequests(priority);
        if (requests != null) {
          LOG.debug("showRequests:" + " application=" + getApplicationId() +
              " headRoom=" + getHeadroom() +
              " currentConsumption=" + currentConsumption.getMemory());
          for (ResourceRequest request : requests.values()) {
            LOG.debug("showRequests:" + " application=" + getApplicationId()
                + " request=" + request);
          }
        }
      }
    }
  }

  public Resource getCurrentConsumption() {
    return currentConsumption;
  }

  public static class ContainersAndNMTokensAllocation {
    List<Container> containerList;
    List<NMToken> nmTokenList;

    public ContainersAndNMTokensAllocation(List<Container> containerList,
        List<NMToken> nmTokenList) {
      this.containerList = containerList;
      this.nmTokenList = nmTokenList;
    }

    public List<Container> getContainerList() {
      return containerList;
    }

    public List<NMToken> getNMTokenList() {
      return nmTokenList;
    }
  }

  // Create container token and NMToken altogether, if either of them fails for
  // some reason like DNS unavailable, do not return this container and keep it
  // in the newlyAllocatedContainers waiting to be refetched.
  public synchronized ContainersAndNMTokensAllocation
      pullNewlyAllocatedContainersAndNMTokens() {
    List<Container> returnContainerList =
        new ArrayList<Container>(newlyAllocatedContainers.size());
    List<NMToken> nmTokens = new ArrayList<NMToken>();
    for (Iterator<RMContainer> i = newlyAllocatedContainers.iterator(); i
      .hasNext();) {
      RMContainer rmContainer = i.next();
      Container container = rmContainer.getContainer();
      try {
        // create container token and NMToken altogether.
        container.setContainerToken(rmContext.getContainerTokenSecretManager()
          .createContainerToken(container.getId(), container.getNodeId(),
            getUser(), container.getResource(), container.getPriority(),
            rmContainer.getCreationTime(), this.logAggregationContext));
        NMToken nmToken =
            rmContext.getNMTokenSecretManager().createAndGetNMToken(getUser(),
              getApplicationAttemptId(), container);
        if (nmToken != null) {
          nmTokens.add(nmToken);
        }
      } catch (IllegalArgumentException e) {
        // DNS might be down, skip returning this container.
        LOG.error("Error trying to assign container token and NM token to" +
            " an allocated container " + container.getId(), e);
        continue;
      }
      returnContainerList.add(container);
      i.remove();
      rmContainer.handle(new RMContainerEvent(rmContainer.getContainerId(),
        RMContainerEventType.ACQUIRED));
    }
    return new ContainersAndNMTokensAllocation(returnContainerList, nmTokens);
  }

  public synchronized void updateBlacklist(
      List<String> blacklistAdditions, List<String> blacklistRemovals) {
    if (!isStopped) {
      this.appSchedulingInfo.updateBlacklist(
          blacklistAdditions, blacklistRemovals);
    }
  }

  public boolean isBlacklisted(String resourceName) {
    return this.appSchedulingInfo.isBlacklisted(resourceName);
  }

  public synchronized void addSchedulingOpportunity(Priority priority) {
    schedulingOpportunities.setCount(priority,
        schedulingOpportunities.count(priority) + 1);
  }

  public synchronized void subtractSchedulingOpportunity(Priority priority) {
    int count = schedulingOpportunities.count(priority) - 1;
    this.schedulingOpportunities.setCount(priority, Math.max(count,  0));
  }

  /**
   * Return the number of times the application has been given an opportunity
   * to schedule a task at the given priority since the last time it
   * successfully did so.
   */
  public synchronized int getSchedulingOpportunities(Priority priority) {
    return schedulingOpportunities.count(priority);
  }

  /**
   * Should be called when an application has successfully scheduled a container,
   * or when the scheduling locality threshold is relaxed.
   * Reset various internal counters which affect delay scheduling
   *
   * @param priority The priority of the container scheduled.
   */
  public synchronized void resetSchedulingOpportunities(Priority priority) {
    resetSchedulingOpportunities(priority, System.currentTimeMillis());
  }
  // used for continuous scheduling
  public synchronized void resetSchedulingOpportunities(Priority priority,
      long currentTimeMs) {
    lastScheduledContainer.put(priority, currentTimeMs);
    schedulingOpportunities.setCount(priority, 0);
  }

  synchronized AggregateAppResourceUsage getRunningAggregateAppResourceUsage() {
    long currentTimeMillis = System.currentTimeMillis();
    // Don't walk the whole container list if the resources were computed
    // recently.
    if ((currentTimeMillis - lastMemoryAggregateAllocationUpdateTime)
        > MEM_AGGREGATE_ALLOCATION_CACHE_MSECS) {
      long memorySeconds = 0;
      long vcoreSeconds = 0;
      for (RMContainer rmContainer : this.liveContainers.values()) {
        long usedMillis = currentTimeMillis - rmContainer.getCreationTime();
        Resource resource = rmContainer.getContainer().getResource();
        memorySeconds += resource.getMemory() * usedMillis /
            DateUtils.MILLIS_PER_SECOND;
        vcoreSeconds += resource.getVirtualCores() * usedMillis
            / DateUtils.MILLIS_PER_SECOND;
      }

      lastMemoryAggregateAllocationUpdateTime = currentTimeMillis;
      lastMemorySeconds = memorySeconds;
      lastVcoreSeconds = vcoreSeconds;
    }
    return new AggregateAppResourceUsage(lastMemorySeconds, lastVcoreSeconds);
  }

  public synchronized ApplicationResourceUsageReport getResourceUsageReport() {
    AggregateAppResourceUsage resUsage = getRunningAggregateAppResourceUsage();
    return ApplicationResourceUsageReport.newInstance(liveContainers.size(),
               reservedContainers.size(), Resources.clone(currentConsumption),
               Resources.clone(currentReservation),
               Resources.add(currentConsumption, currentReservation),
               resUsage.getMemorySeconds(), resUsage.getVcoreSeconds());
  }

  public synchronized Map<ContainerId, RMContainer> getLiveContainersMap() {
    return this.liveContainers;
  }

  public synchronized Resource getResourceLimit() {
    return this.resourceLimit;
  }

  public synchronized Map<Priority, Long> getLastScheduledContainer() {
    return this.lastScheduledContainer;
  }

  public synchronized void transferStateFromPreviousAttempt(
      SchedulerApplicationAttempt appAttempt) {
    this.liveContainers = appAttempt.getLiveContainersMap();
    // this.reReservations = appAttempt.reReservations;
    this.currentConsumption = appAttempt.getCurrentConsumption();
    this.resourceLimit = appAttempt.getResourceLimit();
    // this.currentReservation = appAttempt.currentReservation;
    // this.newlyAllocatedContainers = appAttempt.newlyAllocatedContainers;
    // this.schedulingOpportunities = appAttempt.schedulingOpportunities;
    this.lastScheduledContainer = appAttempt.getLastScheduledContainer();
    this.appSchedulingInfo
      .transferStateFromPreviousAppSchedulingInfo(appAttempt.appSchedulingInfo);
  }

  public synchronized void move(Queue newQueue) {
    QueueMetrics oldMetrics = queue.getMetrics();
    QueueMetrics newMetrics = newQueue.getMetrics();
    String user = getUser();
    for (RMContainer liveContainer : liveContainers.values()) {
      Resource resource = liveContainer.getContainer().getResource();
      oldMetrics.releaseResources(user, 1, resource);
      newMetrics.allocateResources(user, 1, resource, false);
    }
    for (Map<NodeId, RMContainer> map : reservedContainers.values()) {
      for (RMContainer reservedContainer : map.values()) {
        Resource resource = reservedContainer.getReservedResource();
        oldMetrics.unreserveResource(user, resource);
        newMetrics.reserveResource(user, resource);
      }
    }

    appSchedulingInfo.move(newQueue);
    this.queue = newQueue;
  }

  public synchronized void recoverContainer(RMContainer rmContainer) {
    // recover app scheduling info
    appSchedulingInfo.recoverContainer(rmContainer);

    if (rmContainer.getState().equals(RMContainerState.COMPLETED)) {
      return;
    }
    LOG.info("SchedulerAttempt " + getApplicationAttemptId()
      + " is recovering container " + rmContainer.getContainerId());
    liveContainers.put(rmContainer.getContainerId(), rmContainer);
    Resources.addTo(currentConsumption, rmContainer.getContainer()
      .getResource());
    // resourceLimit: updated when LeafQueue#recoverContainer#allocateResource
    // is called.
    // newlyAllocatedContainers.add(rmContainer);
    // schedulingOpportunities
    // lastScheduledContainer
  }

  public void incNumAllocatedContainers(NodeType containerType,
      NodeType requestType) {
    RMAppAttempt attempt =
        rmContext.getRMApps().get(attemptId.getApplicationId())
          .getCurrentAppAttempt();
    if (attempt != null) {
      attempt.getRMAppAttemptMetrics().incNumAllocatedContainers(containerType,
        requestType);
    }
  }

  public void setApplicationHeadroomForMetrics(Resource headroom) {
    RMAppAttempt attempt =
        rmContext.getRMApps().get(attemptId.getApplicationId())
            .getCurrentAppAttempt();
    if (attempt != null) {
      attempt.getRMAppAttemptMetrics().setApplicationAttemptHeadRoom(
          Resources.clone(headroom));
    }
  }

  public Set<String> getBlacklistedNodes() {
    return this.appSchedulingInfo.getBlackListCopy();
  }
}