| /** |
| * 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.tez.runtime.library.common.shuffle.impl; |
| |
| import java.io.IOException; |
| import java.util.BitSet; |
| import java.util.List; |
| import java.util.concurrent.atomic.AtomicInteger; |
| import java.util.zip.Inflater; |
| |
| import com.google.protobuf.ByteString; |
| |
| import org.apache.tez.runtime.api.events.CompositeRoutedDataMovementEvent; |
| import org.apache.tez.runtime.library.common.CompositeInputAttemptIdentifier; |
| import org.slf4j.Logger; |
| import org.slf4j.LoggerFactory; |
| import org.apache.hadoop.io.compress.CompressionCodec; |
| import org.apache.tez.common.TezCommonUtils; |
| import org.apache.tez.common.TezUtilsInternal; |
| import org.apache.tez.dag.api.TezUncheckedException; |
| import org.apache.tez.runtime.api.Event; |
| import org.apache.tez.runtime.api.InputContext; |
| import org.apache.tez.runtime.api.events.DataMovementEvent; |
| import org.apache.tez.runtime.api.events.InputFailedEvent; |
| import org.apache.tez.runtime.library.common.InputAttemptIdentifier; |
| import org.apache.tez.runtime.library.common.shuffle.FetchedInputAllocator; |
| import org.apache.tez.runtime.library.common.shuffle.ShuffleEventHandler; |
| import org.apache.tez.runtime.library.common.shuffle.ShuffleUtils; |
| import org.apache.tez.runtime.library.common.shuffle.FetchedInput; |
| import org.apache.tez.runtime.library.shuffle.impl.ShuffleUserPayloads.DataProto; |
| import org.apache.tez.runtime.library.shuffle.impl.ShuffleUserPayloads.DataMovementEventPayloadProto; |
| import org.apache.tez.runtime.library.common.shuffle.DiskFetchedInput; |
| import org.apache.tez.runtime.library.common.shuffle.MemoryFetchedInput; |
| |
| import com.google.protobuf.InvalidProtocolBufferException; |
| |
| /** |
| * A base class for generic Event handling for Inputs which need to Shuffle data. |
| */ |
| public class ShuffleInputEventHandlerImpl implements ShuffleEventHandler { |
| |
| private static final Logger LOG = LoggerFactory.getLogger(ShuffleInputEventHandlerImpl.class); |
| |
| private final ShuffleManager shuffleManager; |
| //TODO: unused. Consider removing later? |
| private final FetchedInputAllocator inputAllocator; |
| private final CompressionCodec codec; |
| private final boolean ifileReadAhead; |
| private final int ifileReadAheadLength; |
| private final boolean useSharedInputs; |
| private final InputContext inputContext; |
| private final boolean compositeFetch; |
| private final Inflater inflater; |
| |
| private final AtomicInteger nextToLogEventCount = new AtomicInteger(0); |
| private final AtomicInteger numDmeEvents = new AtomicInteger(0); |
| private final AtomicInteger numObsoletionEvents = new AtomicInteger(0); |
| private final AtomicInteger numDmeEventsNoData = new AtomicInteger(0); |
| |
| public ShuffleInputEventHandlerImpl(InputContext inputContext, |
| ShuffleManager shuffleManager, |
| FetchedInputAllocator inputAllocator, CompressionCodec codec, |
| boolean ifileReadAhead, int ifileReadAheadLength, boolean compositeFetch) { |
| this.inputContext = inputContext; |
| this.shuffleManager = shuffleManager; |
| this.inputAllocator = inputAllocator; |
| this.codec = codec; |
| this.ifileReadAhead = ifileReadAhead; |
| this.ifileReadAheadLength = ifileReadAheadLength; |
| // this currently relies on a user to enable the flag |
| // expand on idea based on vertex parallelism and num inputs |
| this.useSharedInputs = (inputContext.getTaskAttemptNumber() == 0); |
| this.compositeFetch = compositeFetch; |
| this.inflater = TezCommonUtils.newInflater(); |
| } |
| |
| @Override |
| public void handleEvents(List<Event> events) throws IOException { |
| for (Event event : events) { |
| handleEvent(event); |
| } |
| } |
| |
| private void handleEvent(Event event) throws IOException { |
| if (event instanceof DataMovementEvent) { |
| numDmeEvents.incrementAndGet(); |
| DataMovementEvent dmEvent = (DataMovementEvent)event; |
| DataMovementEventPayloadProto shufflePayload; |
| try { |
| shufflePayload = DataMovementEventPayloadProto.parseFrom(ByteString.copyFrom(dmEvent.getUserPayload())); |
| } catch (InvalidProtocolBufferException e) { |
| throw new TezUncheckedException("Unable to parse DataMovementEvent payload", e); |
| } |
| BitSet emptyPartitionsBitSet = null; |
| if (shufflePayload.hasEmptyPartitions()) { |
| try { |
| byte[] emptyPartitions = TezCommonUtils.decompressByteStringToByteArray(shufflePayload.getEmptyPartitions(), inflater); |
| emptyPartitionsBitSet = TezUtilsInternal.fromByteArray(emptyPartitions); |
| } catch (IOException e) { |
| throw new TezUncheckedException("Unable to set the empty partition to succeeded", e); |
| } |
| } |
| processDataMovementEvent(dmEvent, shufflePayload, emptyPartitionsBitSet); |
| shuffleManager.updateEventReceivedTime(); |
| } else if (event instanceof CompositeRoutedDataMovementEvent) { |
| CompositeRoutedDataMovementEvent crdme = (CompositeRoutedDataMovementEvent)event; |
| DataMovementEventPayloadProto shufflePayload; |
| try { |
| shufflePayload = DataMovementEventPayloadProto.parseFrom(ByteString.copyFrom(crdme.getUserPayload())); |
| } catch (InvalidProtocolBufferException e) { |
| throw new TezUncheckedException("Unable to parse DataMovementEvent payload", e); |
| } |
| BitSet emptyPartitionsBitSet = null; |
| if (shufflePayload.hasEmptyPartitions()) { |
| try { |
| byte[] emptyPartitions = TezCommonUtils.decompressByteStringToByteArray(shufflePayload.getEmptyPartitions(), inflater); |
| emptyPartitionsBitSet = TezUtilsInternal.fromByteArray(emptyPartitions); |
| } catch (IOException e) { |
| throw new TezUncheckedException("Unable to set the empty partition to succeeded", e); |
| } |
| } |
| if (compositeFetch) { |
| numDmeEvents.addAndGet(crdme.getCount()); |
| processCompositeRoutedDataMovementEvent(crdme, shufflePayload, emptyPartitionsBitSet); |
| } else { |
| for (int offset = 0; offset < crdme.getCount(); offset++) { |
| numDmeEvents.incrementAndGet(); |
| processDataMovementEvent(crdme.expand(offset), shufflePayload, emptyPartitionsBitSet); |
| } |
| } |
| shuffleManager.updateEventReceivedTime(); |
| } else if (event instanceof InputFailedEvent) { |
| numObsoletionEvents.incrementAndGet(); |
| processInputFailedEvent((InputFailedEvent) event); |
| } else { |
| throw new TezUncheckedException("Unexpected event type: " + event.getClass().getName()); |
| } |
| if (numDmeEvents.get() + numObsoletionEvents.get() > nextToLogEventCount.get()) { |
| logProgress(false); |
| // Log every 50 events seen. |
| nextToLogEventCount.addAndGet(50); |
| } |
| } |
| |
| @Override |
| public void logProgress(boolean updateOnClose) { |
| LOG.info(inputContext.getSourceVertexName() + ": " |
| + "numDmeEventsSeen=" + numDmeEvents.get() |
| + ", numDmeEventsSeenWithNoData=" + numDmeEventsNoData.get() |
| + ", numObsoletionEventsSeen=" + numObsoletionEvents.get() |
| + (updateOnClose == true ? ", updateOnClose" : "")); |
| } |
| |
| private void processDataMovementEvent(DataMovementEvent dme, DataMovementEventPayloadProto shufflePayload, BitSet emptyPartitionsBitSet) throws IOException { |
| int srcIndex = dme.getSourceIndex(); |
| |
| String hostIdentifier = shufflePayload.getHost() + ":" + shufflePayload.getPort(); |
| |
| if (LOG.isDebugEnabled()) { |
| LOG.debug("DME srcIdx: " + srcIndex + ", targetIndex: " + dme.getTargetIndex() |
| + ", attemptNum: " + dme.getVersion() + ", payload: " + ShuffleUtils |
| .stringify(shufflePayload)); |
| } |
| |
| if (shufflePayload.hasEmptyPartitions()) { |
| if (emptyPartitionsBitSet.get(srcIndex)) { |
| CompositeInputAttemptIdentifier srcAttemptIdentifier = |
| constructInputAttemptIdentifier(dme.getTargetIndex(), 1, dme.getVersion(), shufflePayload, false); |
| if (LOG.isDebugEnabled()) { |
| LOG.debug("Source partition: " + srcIndex + " did not generate any data. SrcAttempt: [" |
| + srcAttemptIdentifier + "]. Not fetching."); |
| } |
| numDmeEventsNoData.getAndIncrement(); |
| shuffleManager.addCompletedInputWithNoData(srcAttemptIdentifier.expand(0)); |
| return; |
| } |
| } |
| |
| CompositeInputAttemptIdentifier srcAttemptIdentifier = constructInputAttemptIdentifier(dme.getTargetIndex(), 1, dme.getVersion(), |
| shufflePayload, (useSharedInputs && srcIndex == 0)); |
| |
| if (shufflePayload.hasData()) { |
| DataProto dataProto = shufflePayload.getData(); |
| |
| FetchedInput fetchedInput = |
| inputAllocator.allocate(dataProto.getRawLength(), |
| dataProto.getCompressedLength(), srcAttemptIdentifier); |
| moveDataToFetchedInput(dataProto, fetchedInput, hostIdentifier); |
| shuffleManager.addCompletedInputWithData(srcAttemptIdentifier, fetchedInput); |
| |
| LOG.debug("Payload via DME : " + srcAttemptIdentifier); |
| } else { |
| shuffleManager.addKnownInput(shufflePayload.getHost(), shufflePayload.getPort(), |
| srcAttemptIdentifier, srcIndex); |
| } |
| } |
| |
| private void moveDataToFetchedInput(DataProto dataProto, |
| FetchedInput fetchedInput, String hostIdentifier) throws IOException { |
| switch (fetchedInput.getType()) { |
| case DISK: |
| ShuffleUtils |
| .shuffleToDisk(((DiskFetchedInput) fetchedInput).getOutputStream(), |
| hostIdentifier, dataProto.getData().newInput(), |
| dataProto.getCompressedLength(), |
| dataProto.getUncompressedLength(), LOG, |
| fetchedInput.getInputAttemptIdentifier(), ifileReadAhead, |
| ifileReadAheadLength, true); |
| break; |
| case MEMORY: |
| ShuffleUtils |
| .shuffleToMemory(((MemoryFetchedInput) fetchedInput).getBytes(), |
| dataProto.getData().newInput(), dataProto.getRawLength(), |
| dataProto.getCompressedLength(), |
| codec, ifileReadAhead, ifileReadAheadLength, LOG, |
| fetchedInput.getInputAttemptIdentifier()); |
| break; |
| case WAIT: |
| default: |
| throw new TezUncheckedException("Unexpected type: " |
| + fetchedInput.getType()); |
| } |
| } |
| |
| private void processCompositeRoutedDataMovementEvent(CompositeRoutedDataMovementEvent crdme, DataMovementEventPayloadProto shufflePayload, BitSet emptyPartitionsBitSet) throws IOException { |
| int partitionId = crdme.getSourceIndex(); |
| if (LOG.isDebugEnabled()) { |
| LOG.debug("DME srcIdx: " + partitionId + ", targetIndex: " + crdme.getTargetIndex() + ", count:" + crdme.getCount() |
| + ", attemptNum: " + crdme.getVersion() + ", payload: " + ShuffleUtils |
| .stringify(shufflePayload)); |
| } |
| |
| if (shufflePayload.hasEmptyPartitions()) { |
| CompositeInputAttemptIdentifier compositeInputAttemptIdentifier = |
| constructInputAttemptIdentifier(crdme.getTargetIndex(), crdme.getCount(), crdme.getVersion(), shufflePayload, false); |
| |
| boolean allPartitionsEmpty = true; |
| for (int i = 0; i < crdme.getCount(); i++) { |
| int srcPartitionId = partitionId + i; |
| allPartitionsEmpty &= emptyPartitionsBitSet.get(srcPartitionId); |
| if (emptyPartitionsBitSet.get(srcPartitionId)) { |
| InputAttemptIdentifier srcAttemptIdentifier = compositeInputAttemptIdentifier.expand(i); |
| if (LOG.isDebugEnabled()) { |
| LOG.debug("Source partition: " + srcPartitionId + " did not generate any data. SrcAttempt: [" |
| + srcAttemptIdentifier + "]. Not fetching."); |
| } |
| numDmeEventsNoData.getAndIncrement(); |
| shuffleManager.addCompletedInputWithNoData(srcAttemptIdentifier); |
| } |
| } |
| |
| if (allPartitionsEmpty) { |
| return; |
| } |
| } |
| |
| CompositeInputAttemptIdentifier srcAttemptIdentifier = constructInputAttemptIdentifier(crdme.getTargetIndex(), crdme.getCount(), crdme.getVersion(), |
| shufflePayload, (useSharedInputs && partitionId == 0)); |
| |
| shuffleManager.addKnownInput(shufflePayload.getHost(), shufflePayload.getPort(), srcAttemptIdentifier, partitionId); |
| } |
| |
| private void processInputFailedEvent(InputFailedEvent ife) { |
| InputAttemptIdentifier srcAttemptIdentifier = new InputAttemptIdentifier(ife.getTargetIndex(), ife.getVersion()); |
| shuffleManager.obsoleteKnownInput(srcAttemptIdentifier); |
| } |
| |
| /** |
| * Helper method to create InputAttemptIdentifier |
| * |
| * @param targetIndex |
| * @param targetIndexCount |
| * @param version |
| * @param shufflePayload |
| * @param isShared |
| * @return CompositeInputAttemptIdentifier |
| */ |
| private CompositeInputAttemptIdentifier constructInputAttemptIdentifier(int targetIndex, int targetIndexCount, int version, |
| DataMovementEventPayloadProto shufflePayload, boolean isShared) { |
| String pathComponent = (shufflePayload.hasPathComponent()) ? shufflePayload.getPathComponent() : null; |
| CompositeInputAttemptIdentifier srcAttemptIdentifier = null; |
| if (shufflePayload.hasSpillId()) { |
| int spillEventId = shufflePayload.getSpillId(); |
| boolean lastEvent = shufflePayload.getLastEvent(); |
| InputAttemptIdentifier.SPILL_INFO spillInfo = (lastEvent) ? InputAttemptIdentifier.SPILL_INFO |
| .FINAL_UPDATE : InputAttemptIdentifier.SPILL_INFO.INCREMENTAL_UPDATE; |
| srcAttemptIdentifier = |
| new CompositeInputAttemptIdentifier(targetIndex, version, pathComponent, isShared, spillInfo, spillEventId, targetIndexCount); |
| } else { |
| srcAttemptIdentifier = |
| new CompositeInputAttemptIdentifier(targetIndex, version, pathComponent, isShared, targetIndexCount); |
| } |
| return srcAttemptIdentifier; |
| } |
| |
| } |
| |