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Added test for HashShuffleReader.read()
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core/src/test/scala/org/apache/spark/shuffle/hash/HashShuffleReaderSuite.scala
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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. | ||
| */ | ||
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| package org.apache.spark.shuffle.hash | ||
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| import java.io.{ByteArrayOutputStream, InputStream} | ||
| import java.nio.ByteBuffer | ||
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| import org.mockito.Matchers.{eq => meq, _} | ||
| import org.mockito.Mockito.{mock, when} | ||
| import org.mockito.invocation.InvocationOnMock | ||
| import org.mockito.stubbing.Answer | ||
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| import org.apache.spark._ | ||
| import org.apache.spark.network.buffer.{ManagedBuffer, NioManagedBuffer} | ||
| import org.apache.spark.serializer.JavaSerializer | ||
| import org.apache.spark.shuffle.BaseShuffleHandle | ||
| import org.apache.spark.storage.{BlockManager, BlockManagerId, ShuffleBlockId} | ||
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| /** | ||
| * Wrapper for a managed buffer that keeps track of how many times retain and release are called. | ||
| * | ||
| * We need to define this class ourselves instead of using a spy because the NioManagedBuffer class | ||
| * is final (final classes cannot be spied on). | ||
| */ | ||
| class RecordingManagedBuffer(underlyingBuffer: NioManagedBuffer) extends ManagedBuffer { | ||
| var callsToRetain = 0 | ||
| var callsToRelease = 0 | ||
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| override def size() = underlyingBuffer.size() | ||
| override def nioByteBuffer() = underlyingBuffer.nioByteBuffer() | ||
| override def createInputStream() = underlyingBuffer.createInputStream() | ||
| override def convertToNetty() = underlyingBuffer.convertToNetty() | ||
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| override def retain(): ManagedBuffer = { | ||
| callsToRetain += 1 | ||
| underlyingBuffer.retain() | ||
| } | ||
| override def release(): ManagedBuffer = { | ||
| callsToRelease += 1 | ||
| underlyingBuffer.release() | ||
| } | ||
| } | ||
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| class HashShuffleReaderSuite extends SparkFunSuite with LocalSparkContext { | ||
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| /** | ||
| * This test makes sure that, when data is read from a HashShuffleReader, the underlying | ||
| * ManagedBuffers that contain the data are eventually released. | ||
| */ | ||
| test("read() releases resources on completion") { | ||
| val testConf = new SparkConf(false) | ||
| // Create a SparkContext as a convenient way of setting SparkEnv (needed because some of the | ||
| // shuffle code calls SparkEnv.get()). | ||
| sc = new SparkContext("local", "test", testConf) | ||
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| val reduceId = 15 | ||
| val shuffleId = 22 | ||
| val numMaps = 6 | ||
| val keyValuePairsPerMap = 10 | ||
| val serializer = new JavaSerializer(testConf) | ||
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| // Make a mock BlockManager that will return RecordingManagedByteBuffers of data, so that we | ||
| // can ensure retain() and release() are properly called. | ||
| val blockManager = mock(classOf[BlockManager]) | ||
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| // Create a return function to use for the mocked wrapForCompression method that just returns | ||
| // the original input stream. | ||
| val dummyCompressionFunction = new Answer[InputStream] { | ||
| override def answer(invocation: InvocationOnMock) = | ||
| invocation.getArguments()(1).asInstanceOf[InputStream] | ||
| } | ||
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| // Create a buffer with some randomly generated key-value pairs to use as the shuffle data | ||
| // from each mappers (all mappers return the same shuffle data). | ||
| val byteOutputStream = new ByteArrayOutputStream() | ||
| val serializationStream = serializer.newInstance().serializeStream(byteOutputStream) | ||
| (0 until keyValuePairsPerMap).foreach { i => | ||
| serializationStream.writeKey(i) | ||
| serializationStream.writeValue(2*i) | ||
| } | ||
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| // Setup the mocked BlockManager to return RecordingManagedBuffers. | ||
| val localBlockManagerId = BlockManagerId("test-client", "test-client", 1) | ||
| when(blockManager.blockManagerId).thenReturn(localBlockManagerId) | ||
| val buffers = (0 until numMaps).map { mapId => | ||
| // Create a ManagedBuffer with the shuffle data. | ||
| val nioBuffer = new NioManagedBuffer(ByteBuffer.wrap(byteOutputStream.toByteArray)) | ||
| val managedBuffer = new RecordingManagedBuffer(nioBuffer) | ||
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| // Setup the blockManager mock so the buffer gets returned when the shuffle code tries to | ||
| // fetch shuffle data. | ||
| val shuffleBlockId = ShuffleBlockId(shuffleId, mapId, reduceId) | ||
| when(blockManager.getBlockData(shuffleBlockId)).thenReturn(managedBuffer) | ||
| when(blockManager.wrapForCompression(meq(shuffleBlockId), isA(classOf[InputStream]))) | ||
| .thenAnswer(dummyCompressionFunction) | ||
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| managedBuffer | ||
| } | ||
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| // Make a mocked MapOutputTracker for the shuffle reader to use to determine what | ||
| // shuffle data to read. | ||
| val mapOutputTracker = mock(classOf[MapOutputTracker]) | ||
| // Test a scenario where all data is local, just to avoid creating a bunch of additional mocks | ||
| // for the code to read data over the network. | ||
| val statuses: Array[(BlockManagerId, Long)] = | ||
| Array.fill(numMaps)((localBlockManagerId, byteOutputStream.size())) | ||
| when(mapOutputTracker.getServerStatuses(shuffleId, reduceId)).thenReturn(statuses) | ||
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| // Create a mocked shuffle handle to pass into HashShuffleReader. | ||
| val shuffleHandle = { | ||
| val dependency = mock(classOf[ShuffleDependency[Int, Int, Int]]) | ||
| when(dependency.serializer).thenReturn(Some(serializer)) | ||
| when(dependency.aggregator).thenReturn(None) | ||
| when(dependency.keyOrdering).thenReturn(None) | ||
| new BaseShuffleHandle(shuffleId, numMaps, dependency) | ||
| } | ||
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| val shuffleReader = new HashShuffleReader( | ||
| shuffleHandle, | ||
| reduceId, | ||
| reduceId + 1, | ||
| new TaskContextImpl(0, 0, 0, 0, null), | ||
| blockManager, | ||
| mapOutputTracker) | ||
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| assert(shuffleReader.read().length === keyValuePairsPerMap * numMaps) | ||
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| // Calling .length above will have exhausted the iterator; make sure that exhausting the | ||
| // iterator caused retain and release to be called on each buffer. | ||
| buffers.foreach { buffer => | ||
| assert(buffer.callsToRetain === 1) | ||
| assert(buffer.callsToRelease === 1) | ||
| } | ||
| } | ||
| } |