org.apache.hadoop.yarn.server.resourcemanager.reservation.AbstractReservationSystem Maven / Gradle / Ivy
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/**
* 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.reservation;
import java.util.HashMap;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.ScheduledThreadPoolExecutor;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicLong;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantReadWriteLock;
import org.apache.hadoop.classification.InterfaceAudience.LimitedPrivate;
import org.apache.hadoop.classification.InterfaceStability.Unstable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.service.AbstractService;
import org.apache.hadoop.util.ReflectionUtils;
import org.apache.hadoop.yarn.api.records.ReservationId;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
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.capacity.CapacityScheduler;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler;
import org.apache.hadoop.yarn.util.Clock;
import org.apache.hadoop.yarn.util.UTCClock;
import org.apache.hadoop.yarn.util.resource.ResourceCalculator;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* This is the implementation of {@link ReservationSystem} based on the
* {@link ResourceScheduler}
*/
@LimitedPrivate("yarn")
@Unstable
public abstract class AbstractReservationSystem extends AbstractService
implements ReservationSystem {
private static final Logger LOG = LoggerFactory
.getLogger(AbstractReservationSystem.class);
// private static final String DEFAULT_CAPACITY_SCHEDULER_PLAN
private final ReentrantReadWriteLock readWriteLock =
new ReentrantReadWriteLock(true);
private final Lock readLock = readWriteLock.readLock();
private final Lock writeLock = readWriteLock.writeLock();
private boolean initialized = false;
private final Clock clock = new UTCClock();
private AtomicLong resCounter = new AtomicLong();
private Map plans = new HashMap();
private Map resQMap =
new HashMap();
private RMContext rmContext;
private ResourceScheduler scheduler;
private ScheduledExecutorService scheduledExecutorService;
protected Configuration conf;
protected long planStepSize;
private PlanFollower planFollower;
/**
* Construct the service.
*
* @param name service name
*/
public AbstractReservationSystem(String name) {
super(name);
}
@Override
public void setRMContext(RMContext rmContext) {
writeLock.lock();
try {
this.rmContext = rmContext;
} finally {
writeLock.unlock();
}
}
@Override
public void reinitialize(Configuration conf, RMContext rmContext)
throws YarnException {
writeLock.lock();
try {
if (!initialized) {
initialize(conf);
initialized = true;
} else {
initializeNewPlans(conf);
}
} finally {
writeLock.unlock();
}
}
private void initialize(Configuration conf) throws YarnException {
LOG.info("Initializing Reservation system");
this.conf = conf;
scheduler = rmContext.getScheduler();
// Get the plan step size
planStepSize =
conf.getTimeDuration(
YarnConfiguration.RM_RESERVATION_SYSTEM_PLAN_FOLLOWER_TIME_STEP,
YarnConfiguration.DEFAULT_RM_RESERVATION_SYSTEM_PLAN_FOLLOWER_TIME_STEP,
TimeUnit.MILLISECONDS);
if (planStepSize < 0) {
planStepSize =
YarnConfiguration.DEFAULT_RM_RESERVATION_SYSTEM_PLAN_FOLLOWER_TIME_STEP;
}
// Create a plan corresponding to every reservable queue
Set planQueueNames = scheduler.getPlanQueues();
for (String planQueueName : planQueueNames) {
Plan plan = initializePlan(planQueueName);
plans.put(planQueueName, plan);
}
}
private void initializeNewPlans(Configuration conf) {
LOG.info("Refreshing Reservation system");
writeLock.lock();
try {
// Create a plan corresponding to every new reservable queue
Set planQueueNames = scheduler.getPlanQueues();
for (String planQueueName : planQueueNames) {
if (!plans.containsKey(planQueueName)) {
Plan plan = initializePlan(planQueueName);
plans.put(planQueueName, plan);
} else {
LOG.warn("Plan based on reservation queue {0} already exists.",
planQueueName);
}
}
// Update the plan follower with the active plans
if (planFollower != null) {
planFollower.setPlans(plans.values());
}
} catch (YarnException e) {
LOG.warn("Exception while trying to refresh reservable queues", e);
} finally {
writeLock.unlock();
}
}
private PlanFollower createPlanFollower() {
String planFollowerPolicyClassName =
conf.get(YarnConfiguration.RM_RESERVATION_SYSTEM_PLAN_FOLLOWER,
getDefaultPlanFollower());
if (planFollowerPolicyClassName == null) {
return null;
}
LOG.info("Using PlanFollowerPolicy: " + planFollowerPolicyClassName);
try {
Class planFollowerPolicyClazz =
conf.getClassByName(planFollowerPolicyClassName);
if (PlanFollower.class.isAssignableFrom(planFollowerPolicyClazz)) {
return (PlanFollower) ReflectionUtils.newInstance(
planFollowerPolicyClazz, conf);
} else {
throw new YarnRuntimeException("Class: " + planFollowerPolicyClassName
+ " not instance of " + PlanFollower.class.getCanonicalName());
}
} catch (ClassNotFoundException e) {
throw new YarnRuntimeException(
"Could not instantiate PlanFollowerPolicy: "
+ planFollowerPolicyClassName, e);
}
}
private String getDefaultPlanFollower() {
// currently only capacity scheduler is supported
if (scheduler instanceof CapacityScheduler) {
return CapacitySchedulerPlanFollower.class.getName();
} else if (scheduler instanceof FairScheduler) {
return FairSchedulerPlanFollower.class.getName();
}
return null;
}
@Override
public Plan getPlan(String planName) {
readLock.lock();
try {
return plans.get(planName);
} finally {
readLock.unlock();
}
}
/**
* @return the planStepSize
*/
@Override
public long getPlanFollowerTimeStep() {
readLock.lock();
try {
return planStepSize;
} finally {
readLock.unlock();
}
}
@Override
public void synchronizePlan(String planName) {
writeLock.lock();
try {
Plan plan = plans.get(planName);
if (plan != null) {
planFollower.synchronizePlan(plan);
}
} finally {
writeLock.unlock();
}
}
@Override
public void serviceInit(Configuration conf) throws Exception {
Configuration configuration = new Configuration(conf);
reinitialize(configuration, rmContext);
// Create the plan follower with the active plans
planFollower = createPlanFollower();
if (planFollower != null) {
planFollower.init(clock, scheduler, plans.values());
}
super.serviceInit(conf);
}
@Override
public void serviceStart() throws Exception {
if (planFollower != null) {
scheduledExecutorService = new ScheduledThreadPoolExecutor(1);
scheduledExecutorService.scheduleWithFixedDelay(planFollower, 0L,
planStepSize, TimeUnit.MILLISECONDS);
}
super.serviceStart();
}
@Override
public void serviceStop() {
// Stop the plan follower
if (scheduledExecutorService != null
&& !scheduledExecutorService.isShutdown()) {
scheduledExecutorService.shutdown();
}
// Clear the plans
plans.clear();
}
@Override
public String getQueueForReservation(ReservationId reservationId) {
readLock.lock();
try {
return resQMap.get(reservationId);
} finally {
readLock.unlock();
}
}
@Override
public void setQueueForReservation(ReservationId reservationId,
String queueName) {
writeLock.lock();
try {
resQMap.put(reservationId, queueName);
} finally {
writeLock.unlock();
}
}
@Override
public ReservationId getNewReservationId() {
writeLock.lock();
try {
ReservationId resId =
ReservationId.newInstance(ResourceManager.getClusterTimeStamp(),
resCounter.incrementAndGet());
LOG.info("Allocated new reservationId: " + resId);
return resId;
} finally {
writeLock.unlock();
}
}
@Override
public Map getAllPlans() {
return plans;
}
/**
* Get the default reservation system corresponding to the scheduler
*
* @param scheduler the scheduler for which the reservation system is required
*/
public static String getDefaultReservationSystem(ResourceScheduler scheduler) {
if (scheduler instanceof CapacityScheduler) {
return CapacityReservationSystem.class.getName();
} else if (scheduler instanceof FairScheduler) {
return FairReservationSystem.class.getName();
}
return null;
}
protected Plan initializePlan(String planQueueName) throws YarnException {
String planQueuePath = getPlanQueuePath(planQueueName);
SharingPolicy adPolicy = getAdmissionPolicy(planQueuePath);
adPolicy.init(planQueuePath, getReservationSchedulerConfiguration());
// Calculate the max plan capacity
Resource minAllocation = getMinAllocation();
Resource maxAllocation = getMaxAllocation();
ResourceCalculator rescCalc = getResourceCalculator();
Resource totCap = getPlanQueueCapacity(planQueueName);
Plan plan =
new InMemoryPlan(getRootQueueMetrics(), adPolicy,
getAgent(planQueuePath), totCap, planStepSize, rescCalc,
minAllocation, maxAllocation, planQueueName,
getReplanner(planQueuePath), getReservationSchedulerConfiguration()
.getMoveOnExpiry(planQueuePath));
LOG.info("Intialized plan {0} based on reservable queue {1}",
plan.toString(), planQueueName);
return plan;
}
protected Planner getReplanner(String planQueueName) {
ReservationSchedulerConfiguration reservationConfig =
getReservationSchedulerConfiguration();
String plannerClassName = reservationConfig.getReplanner(planQueueName);
LOG.info("Using Replanner: " + plannerClassName + " for queue: "
+ planQueueName);
try {
Class plannerClazz = conf.getClassByName(plannerClassName);
if (Planner.class.isAssignableFrom(plannerClazz)) {
Planner planner =
(Planner) ReflectionUtils.newInstance(plannerClazz, conf);
planner.init(planQueueName, reservationConfig);
return planner;
} else {
throw new YarnRuntimeException("Class: " + plannerClazz
+ " not instance of " + Planner.class.getCanonicalName());
}
} catch (ClassNotFoundException e) {
throw new YarnRuntimeException("Could not instantiate Planner: "
+ plannerClassName + " for queue: " + planQueueName, e);
}
}
protected ReservationAgent getAgent(String queueName) {
ReservationSchedulerConfiguration reservationConfig =
getReservationSchedulerConfiguration();
String agentClassName = reservationConfig.getReservationAgent(queueName);
LOG.info("Using Agent: " + agentClassName + " for queue: " + queueName);
try {
Class agentClazz = conf.getClassByName(agentClassName);
if (ReservationAgent.class.isAssignableFrom(agentClazz)) {
return (ReservationAgent) ReflectionUtils.newInstance(agentClazz, conf);
} else {
throw new YarnRuntimeException("Class: " + agentClassName
+ " not instance of " + ReservationAgent.class.getCanonicalName());
}
} catch (ClassNotFoundException e) {
throw new YarnRuntimeException("Could not instantiate Agent: "
+ agentClassName + " for queue: " + queueName, e);
}
}
protected SharingPolicy getAdmissionPolicy(String queueName) {
ReservationSchedulerConfiguration reservationConfig =
getReservationSchedulerConfiguration();
String admissionPolicyClassName =
reservationConfig.getReservationAdmissionPolicy(queueName);
LOG.info("Using AdmissionPolicy: " + admissionPolicyClassName
+ " for queue: " + queueName);
try {
Class admissionPolicyClazz =
conf.getClassByName(admissionPolicyClassName);
if (SharingPolicy.class.isAssignableFrom(admissionPolicyClazz)) {
return (SharingPolicy) ReflectionUtils.newInstance(
admissionPolicyClazz, conf);
} else {
throw new YarnRuntimeException("Class: " + admissionPolicyClassName
+ " not instance of " + SharingPolicy.class.getCanonicalName());
}
} catch (ClassNotFoundException e) {
throw new YarnRuntimeException("Could not instantiate AdmissionPolicy: "
+ admissionPolicyClassName + " for queue: " + queueName, e);
}
}
protected abstract ReservationSchedulerConfiguration
getReservationSchedulerConfiguration();
protected abstract String getPlanQueuePath(String planQueueName);
protected abstract Resource getPlanQueueCapacity(String planQueueName);
protected abstract Resource getMinAllocation();
protected abstract Resource getMaxAllocation();
protected abstract ResourceCalculator getResourceCalculator();
protected abstract QueueMetrics getRootQueueMetrics();
}