com.hazelcast.mapreduce.impl.MapReduceUtil Maven / Gradle / Ivy
/*
* Copyright (c) 2008-2016, Hazelcast, Inc. All Rights Reserved.
*
* Licensed 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 com.hazelcast.mapreduce.impl;
import com.hazelcast.cluster.ClusterService;
import com.hazelcast.core.Member;
import com.hazelcast.logging.ILogger;
import com.hazelcast.mapreduce.JobPartitionState;
import com.hazelcast.mapreduce.PartitionIdAware;
import com.hazelcast.mapreduce.RemoteMapReduceException;
import com.hazelcast.mapreduce.impl.operation.NotifyRemoteExceptionOperation;
import com.hazelcast.mapreduce.impl.task.JobPartitionStateImpl;
import com.hazelcast.mapreduce.impl.task.JobProcessInformationImpl;
import com.hazelcast.mapreduce.impl.task.JobSupervisor;
import com.hazelcast.mapreduce.impl.task.JobTaskConfiguration;
import com.hazelcast.mapreduce.impl.task.MemberAssigningJobProcessInformationImpl;
import com.hazelcast.nio.Address;
import com.hazelcast.partition.InternalPartitionService;
import com.hazelcast.spi.InternalCompletableFuture;
import com.hazelcast.spi.InvocationBuilder;
import com.hazelcast.spi.NodeEngine;
import com.hazelcast.spi.Operation;
import com.hazelcast.spi.OperationFactory;
import com.hazelcast.spi.OperationService;
import com.hazelcast.util.Clock;
import com.hazelcast.util.EmptyStatement;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.concurrent.TimeoutException;
import static com.hazelcast.cluster.memberselector.MemberSelectors.DATA_MEMBER_SELECTOR;
import static com.hazelcast.mapreduce.JobPartitionState.State.MAPPING;
import static com.hazelcast.mapreduce.JobPartitionState.State.PROCESSED;
import static com.hazelcast.mapreduce.JobPartitionState.State.REDUCING;
import static com.hazelcast.mapreduce.JobPartitionState.State.WAITING;
/**
* This utility class contains a few basic operations that are needed in multiple places
*/
public final class MapReduceUtil {
private static final String EXECUTOR_NAME_PREFIX = "mapreduce::hz::";
private static final String SERVICE_NAME = MapReduceService.SERVICE_NAME;
private static final float DEFAULT_MAP_GROWTH_FACTOR = 0.75f;
private static final int RETRY_PARTITION_TABLE_MILLIS = 100;
private static final long PARTITION_READY_TIMEOUT = 10000;
private MapReduceUtil() {
}
public static JobProcessInformationImpl createJobProcessInformation(JobTaskConfiguration configuration,
JobSupervisor supervisor) {
NodeEngine nodeEngine = configuration.getNodeEngine();
if (configuration.getKeyValueSource() instanceof PartitionIdAware) {
int partitionCount = nodeEngine.getPartitionService().getPartitionCount();
return new JobProcessInformationImpl(partitionCount, supervisor);
} else {
int partitionCount = nodeEngine.getClusterService().getSize(DATA_MEMBER_SELECTOR);
return new MemberAssigningJobProcessInformationImpl(partitionCount, supervisor);
}
}
public static void notifyRemoteException(JobSupervisor supervisor, Throwable throwable) {
MapReduceService mapReduceService = supervisor.getMapReduceService();
NodeEngine nodeEngine = mapReduceService.getNodeEngine();
try {
Address jobOwner = supervisor.getJobOwner();
if (supervisor.isOwnerNode()) {
supervisor.notifyRemoteException(jobOwner, throwable);
} else {
String name = supervisor.getConfiguration().getName();
String jobId = supervisor.getConfiguration().getJobId();
NotifyRemoteExceptionOperation operation = new NotifyRemoteExceptionOperation(name, jobId, throwable);
OperationService os = nodeEngine.getOperationService();
os.send(operation, jobOwner);
}
} catch (Exception e) {
ILogger logger = nodeEngine.getLogger(MapReduceUtil.class);
logger.warning("Could not notify remote map-reduce owner", e);
}
}
public static JobPartitionState.State stateChange(Address owner, int partitionId, JobPartitionState.State currentState,
JobProcessInformationImpl processInformation,
JobTaskConfiguration configuration) {
JobPartitionState[] partitionStates = processInformation.getPartitionStates();
JobPartitionState partitionState = partitionStates[partitionId];
// If not yet assigned we don't need to check owner and state
JobPartitionState.State finalState = null;
if (partitionState != null) {
if (!owner.equals(partitionState.getOwner())) {
return null;
}
if (partitionState.getState() != currentState) {
return null;
}
if (currentState == MAPPING) {
finalState = stateChangeMapping(partitionId, partitionState, processInformation, owner, configuration);
} else if (currentState == REDUCING) {
finalState = stateChangeReducing(partitionId, partitionState, processInformation, owner);
}
}
if (currentState == WAITING) {
if (compareAndSwapPartitionState(partitionId, partitionState, processInformation, owner, MAPPING)) {
finalState = MAPPING;
}
}
return finalState;
}
private static JobPartitionState.State stateChangeReducing(int partitionId, JobPartitionState oldPartitionState,
JobProcessInformationImpl processInformation, Address owner) {
if (compareAndSwapPartitionState(partitionId, oldPartitionState, processInformation, owner, PROCESSED)) {
return PROCESSED;
}
return null;
}
private static JobPartitionState.State stateChangeMapping(int partitionId, JobPartitionState oldPartitionState,
JobProcessInformationImpl processInformation, Address owner,
JobTaskConfiguration configuration) {
JobPartitionState.State newState = PROCESSED;
if (configuration.getReducerFactory() != null) {
newState = REDUCING;
}
if (compareAndSwapPartitionState(partitionId, oldPartitionState, processInformation, owner, newState)) {
return newState;
}
return null;
}
private static boolean compareAndSwapPartitionState(int partitionId, JobPartitionState oldPartitionState,
JobProcessInformationImpl processInformation, Address owner,
JobPartitionState.State newState) {
JobPartitionState newPartitionState = new JobPartitionStateImpl(owner, newState);
return processInformation.updatePartitionState(partitionId, oldPartitionState, newPartitionState);
}
public static List executeOperation(Collection members,
OperationFactory operationFactory,
MapReduceService mapReduceService,
NodeEngine nodeEngine) {
final OperationService operationService = nodeEngine.getOperationService();
final List> futures = new ArrayList>();
final List results = new ArrayList();
final List exceptions = new ArrayList(members.size());
for (Member member : members) {
try {
Operation operation = operationFactory.createOperation();
if (nodeEngine.getThisAddress().equals(member.getAddress())) {
// Locally we can call the operation directly
operation.setNodeEngine(nodeEngine);
operation.setCallerUuid(nodeEngine.getLocalMember().getUuid());
operation.setService(mapReduceService);
operation.run();
V response = (V) operation.getResponse();
if (response != null) {
results.add(response);
}
} else {
InvocationBuilder ib = operationService.createInvocationBuilder(SERVICE_NAME,
operation,
member.getAddress());
final InternalCompletableFuture future = ib.invoke();
futures.add(future);
}
} catch (Exception e) {
exceptions.add(e);
}
}
for (InternalCompletableFuture future : futures) {
try {
V response = future.getSafely();
if (response != null) {
results.add(response);
}
} catch (Exception e) {
exceptions.add(e);
}
}
if (exceptions.size() > 0) {
throw new RemoteMapReduceException("Exception on mapreduce operation", exceptions);
}
return results;
}
public static V executeOperation(Operation operation, Address address, MapReduceService mapReduceService,
NodeEngine nodeEngine) {
ClusterService cs = nodeEngine.getClusterService();
OperationService os = nodeEngine.getOperationService();
boolean returnsResponse = operation.returnsResponse();
try {
if (cs.getThisAddress().equals(address)) {
// Locally we can call the operation directly
operation.setNodeEngine(nodeEngine);
operation.setCallerUuid(nodeEngine.getLocalMember().getUuid());
operation.setService(mapReduceService);
operation.run();
if (returnsResponse) {
return (V) operation.getResponse();
}
} else {
if (returnsResponse) {
InvocationBuilder ib = os.createInvocationBuilder(SERVICE_NAME, operation, address);
return (V) ib.invoke().get();
} else {
os.send(operation, address);
}
}
} catch (Exception e) {
throw new RuntimeException(e);
}
return null;
}
public static String buildExecutorName(String name) {
return EXECUTOR_NAME_PREFIX + name;
}
public static int mapSize(final int sourceSize) {
return sourceSize == 0 ? 0 : (int) (sourceSize / DEFAULT_MAP_GROWTH_FACTOR) + 1;
}
public static void enforcePartitionTableWarmup(MapReduceService mapReduceService) throws TimeoutException {
InternalPartitionService partitionService = mapReduceService.getNodeEngine().getPartitionService();
int partitionCount = partitionService.getPartitionCount();
long startTime = Clock.currentTimeMillis();
for (int p = 0; p < partitionCount; p++) {
while (partitionService.getPartitionOwner(p) == null) {
try {
Thread.sleep(RETRY_PARTITION_TABLE_MILLIS);
} catch (Exception ignore) {
EmptyStatement.ignore(ignore);
}
if (Clock.currentTimeMillis() - startTime > PARTITION_READY_TIMEOUT) {
throw new TimeoutException("Partition get ready timeout reached!");
}
}
}
}
}
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