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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.tez.runtime.library.output;
import static org.mockito.Mockito.any;
import static org.mockito.Mockito.anyLong;
import static org.mockito.Mockito.atLeast;
import static org.mockito.Mockito.doAnswer;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.spy;
import static org.mockito.Mockito.times;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.assertFalse;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import com.google.protobuf.ByteString;
import org.apache.commons.lang.RandomStringUtils;
import org.apache.tez.dag.api.TezConfiguration;
import org.apache.tez.hadoop.shim.DefaultHadoopShim;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.yarn.util.AuxiliaryServiceHelper;
import org.apache.tez.common.TezSharedExecutor;
import org.apache.tez.common.TezUtils;
import org.apache.tez.dag.api.OutputDescriptor;
import org.apache.tez.dag.api.UserPayload;
import org.apache.tez.dag.records.TezDAGID;
import org.apache.tez.dag.records.TezTaskAttemptID;
import org.apache.tez.dag.records.TezTaskID;
import org.apache.tez.dag.records.TezVertexID;
import org.apache.tez.runtime.LogicalIOProcessorRuntimeTask;
import org.apache.tez.runtime.api.Event;
import org.apache.tez.runtime.api.OutputContext;
import org.apache.tez.runtime.api.events.CompositeDataMovementEvent;
import org.apache.tez.runtime.api.impl.ExecutionContextImpl;
import org.apache.tez.runtime.api.impl.InputSpec;
import org.apache.tez.runtime.api.impl.OutputSpec;
import org.apache.tez.runtime.api.impl.TaskSpec;
import org.apache.tez.runtime.api.impl.TezOutputContextImpl;
import org.apache.tez.runtime.api.impl.TezUmbilical;
import org.apache.tez.runtime.common.resources.MemoryDistributor;
import org.apache.tez.runtime.library.api.KeyValueWriter;
import org.apache.tez.runtime.library.api.TezRuntimeConfiguration;
import org.apache.tez.runtime.library.common.MemoryUpdateCallbackHandler;
import org.apache.tez.runtime.library.common.shuffle.ShuffleUtils;
import org.apache.tez.runtime.library.shuffle.impl.ShuffleUserPayloads.DataMovementEventPayloadProto;
import org.apache.tez.runtime.library.testutils.KVDataGen;
import org.apache.tez.runtime.library.testutils.KVDataGen.KVPair;
import org.junit.After;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Test;
import org.mockito.ArgumentCaptor;
import org.mockito.invocation.InvocationOnMock;
import org.mockito.stubbing.Answer;
@SuppressWarnings("rawtypes")
public class TestOnFileUnorderedKVOutput {
private static final Logger LOG = LoggerFactory.getLogger(TestOnFileUnorderedKVOutput.class);
private static Configuration defaultConf = new Configuration();
private static FileSystem localFs = null;
private static Path workDir = null;
private static final int shufflePort = 2112;
LogicalIOProcessorRuntimeTask task;
static {
defaultConf.set("fs.defaultFS", "file:///");
try {
localFs = FileSystem.getLocal(defaultConf);
workDir = new Path(
new Path(System.getProperty("test.build.data", "/tmp")), TestOnFileUnorderedKVOutput.class.getName())
.makeQualified(localFs.getUri(), localFs.getWorkingDirectory());
LOG.info("Using workDir: " + workDir);
} catch (IOException e) {
throw new RuntimeException(e);
}
}
@Before
public void setup() throws Exception {
localFs.mkdirs(workDir);
}
@After
public void cleanup() throws Exception {
localFs.delete(workDir, true);
}
@Test(timeout = 5000)
public void testGeneratedDataMovementEvent() throws Exception {
Configuration conf = new Configuration();
conf.set(TezRuntimeConfiguration.TEZ_RUNTIME_KEY_CLASS, Text.class.getName());
conf.set(TezRuntimeConfiguration.TEZ_RUNTIME_VALUE_CLASS, IntWritable.class.getName());
TezSharedExecutor sharedExecutor = new TezSharedExecutor(conf);
OutputContext outputContext = createOutputContext(conf, new Configuration(false), sharedExecutor);
UnorderedKVOutput kvOutput = new UnorderedKVOutput(outputContext, 1);
List<Event> events = null;
events = kvOutput.initialize();
kvOutput.start();
assertTrue(events != null && events.size() == 0);
KeyValueWriter kvWriter = kvOutput.getWriter();
List<KVPair> data = KVDataGen.generateTestData(true, 0);
for (KVPair kvp : data) {
kvWriter.write(kvp.getKey(), kvp.getvalue());
}
events = kvOutput.close();
assertEquals(45, task.getTaskStatistics().getIOStatistics().values().iterator().next().getDataSize());
assertEquals(5, task.getTaskStatistics().getIOStatistics().values().iterator().next().getItemsProcessed());
assertTrue(events != null && events.size() == 2);
CompositeDataMovementEvent dmEvent = (CompositeDataMovementEvent)events.get(1);
assertEquals("Invalid source index", 0, dmEvent.getSourceIndexStart());
DataMovementEventPayloadProto shufflePayload = DataMovementEventPayloadProto
.parseFrom(ByteString.copyFrom(dmEvent.getUserPayload()));
assertFalse(shufflePayload.hasEmptyPartitions());
assertEquals(outputContext.getUniqueIdentifier(), shufflePayload.getPathComponent());
assertEquals(shufflePort, shufflePayload.getPort());
assertEquals("localhost", shufflePayload.getHost());
sharedExecutor.shutdownNow();
}
@Test
public void testMergeConfig() throws Exception {
Configuration baseConf = new Configuration(false);
baseConf.set("local-key", "local-value");
Configuration payloadConf = new Configuration(false);
payloadConf.set("base-key", "base-value");
TezSharedExecutor sharedExecutor = new TezSharedExecutor(baseConf);
OutputContext outputContext = createOutputContext(payloadConf, baseConf, sharedExecutor);
UnorderedKVOutput kvOutput = new UnorderedKVOutput(outputContext, 1);
kvOutput.initialize();
Configuration mergedConf = kvOutput.conf;
assertEquals("local-value", mergedConf.get("local-key"));
assertEquals("base-value", mergedConf.get("base-key"));
}
@Test(timeout = 30000)
@SuppressWarnings("unchecked")
public void testWithPipelinedShuffle() throws Exception {
Configuration conf = new Configuration();
conf.set(TezRuntimeConfiguration.TEZ_RUNTIME_KEY_CLASS, Text.class.getName());
conf.set(TezRuntimeConfiguration.TEZ_RUNTIME_VALUE_CLASS, IntWritable.class.getName());
conf.setBoolean(TezRuntimeConfiguration.TEZ_RUNTIME_PIPELINED_SHUFFLE_ENABLED, true);
conf.setBoolean(TezRuntimeConfiguration.TEZ_RUNTIME_ENABLE_FINAL_MERGE_IN_OUTPUT, false);
conf.setInt(TezRuntimeConfiguration.TEZ_RUNTIME_UNORDERED_OUTPUT_BUFFER_SIZE_MB, 1);
TezSharedExecutor sharedExecutor = new TezSharedExecutor(conf);
OutputContext outputContext = createOutputContext(conf, new Configuration(false), sharedExecutor);
UnorderedKVOutput kvOutput = new UnorderedKVOutput(outputContext, 1);
List<Event> events = null;
events = kvOutput.initialize();
kvOutput.start();
assertTrue(events != null && events.size() == 0);
KeyValueWriter kvWriter = kvOutput.getWriter();
for (int i = 0; i < 500; i++) {
kvWriter.write(new Text(RandomStringUtils.randomAscii(10000)), new IntWritable(i));
}
events = kvOutput.close();
//When pipelining is on, all events are sent out within writer itself.
assertTrue(events != null && events.size() == 0);
//ensure that data is sent via outputContext.
ArgumentCaptor<List> eventsCaptor = ArgumentCaptor.forClass(List.class);
verify(outputContext, atLeast(1)).sendEvents(eventsCaptor.capture());
events = eventsCaptor.getValue();
CompositeDataMovementEvent dmEvent = (CompositeDataMovementEvent)events.get(1);
assertEquals("Invalid source index", 0, dmEvent.getSourceIndexStart());
DataMovementEventPayloadProto shufflePayload = DataMovementEventPayloadProto
.parseFrom(ByteString.copyFrom(dmEvent.getUserPayload()));
assertTrue(shufflePayload.hasLastEvent());
assertFalse(shufflePayload.hasEmptyPartitions());
assertEquals(shufflePort, shufflePayload.getPort());
assertEquals("localhost", shufflePayload.getHost());
sharedExecutor.shutdownNow();
}
private OutputContext createOutputContext(Configuration payloadConf, Configuration baseConf,
TezSharedExecutor sharedExecutor) throws IOException {
int appAttemptNumber = 1;
TezUmbilical tezUmbilical = mock(TezUmbilical.class);
String dagName = "currentDAG";
String taskVertexName = "currentVertex";
String destinationVertexName = "destinationVertex";
TezDAGID dagID = TezDAGID.getInstance("2000", 1, 1);
TezVertexID vertexID = TezVertexID.getInstance(dagID, 1);
TezTaskID taskID = TezTaskID.getInstance(vertexID, 1);
TezTaskAttemptID taskAttemptID = TezTaskAttemptID.getInstance(taskID, 1);
UserPayload userPayload = TezUtils.createUserPayloadFromConf(payloadConf);
TaskSpec mockSpec = mock(TaskSpec.class);
when(mockSpec.getInputs()).thenReturn(Collections.singletonList(mock(InputSpec.class)));
when(mockSpec.getOutputs()).thenReturn(Collections.singletonList(mock(OutputSpec.class)));
task = new LogicalIOProcessorRuntimeTask(mockSpec, appAttemptNumber, new Configuration(),
new String[]{"/"}, tezUmbilical, null, null, null, null, "", null, 1024, false,
new DefaultHadoopShim(), sharedExecutor);
LogicalIOProcessorRuntimeTask runtimeTask = spy(task);
Map<String, String> auxEnv = new HashMap<String, String>();
ByteBuffer bb = ByteBuffer.allocate(4);
bb.putInt(shufflePort);
bb.position(0);
AuxiliaryServiceHelper.setServiceDataIntoEnv(payloadConf.get(TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID,
TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID_DEFAULT), bb, auxEnv);
OutputDescriptor outputDescriptor = mock(OutputDescriptor.class);
when(outputDescriptor.getClassName()).thenReturn("OutputDescriptor");
OutputContext realOutputContext = new TezOutputContextImpl(baseConf, new String[] {workDir.toString()},
appAttemptNumber, tezUmbilical, dagName, taskVertexName, destinationVertexName,
-1, taskAttemptID, 0, userPayload, runtimeTask,
null, auxEnv, new MemoryDistributor(1, 1, payloadConf), outputDescriptor, null,
new ExecutionContextImpl("localhost"), 2048, new TezSharedExecutor(defaultConf));
verify(runtimeTask, times(1)).addAndGetTezCounter(destinationVertexName);
verify(runtimeTask, times(1)).getTaskStatistics();
// verify output stats object got created
Assert.assertTrue(task.getTaskStatistics().getIOStatistics().containsKey(destinationVertexName));
OutputContext outputContext = spy(realOutputContext);
doAnswer(new Answer() {
@Override public Object answer(InvocationOnMock invocation) throws Throwable {
long requestedSize = (Long) invocation.getArguments()[0];
MemoryUpdateCallbackHandler callback = (MemoryUpdateCallbackHandler) invocation
.getArguments()[1];
callback.memoryAssigned(requestedSize);
return null;
}
}).when(outputContext).requestInitialMemory(anyLong(), any());
return outputContext;
}
}