Examples with OutputContext org.apache.tez.runtime.api.OutputContext used on opensource projects

Example 41 with OutputContext

use of org.apache.tez.runtime.api.OutputContext in project tez by apache.

the class TestUnorderedPartitionedKVWriter method baseTestWithPipelinedTransfer.

@SuppressWarnings("unchecked")
private void baseTestWithPipelinedTransfer(int numRecords, int numPartitions, Set<Integer> skippedPartitions, boolean shouldCompress) throws IOException, InterruptedException {
    PartitionerForTest partitioner = new PartitionerForTest();
    ApplicationId appId = ApplicationId.newInstance(10000000, 1);
    TezCounters counters = new TezCounters();
    String uniqueId = UUID.randomUUID().toString();
    int dagId = 1;
    String auxiliaryService = defaultConf.get(TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID, TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID_DEFAULT);
    OutputContext outputContext = createMockOutputContext(counters, appId, uniqueId, auxiliaryService);
    Configuration conf = createConfiguration(outputContext, IntWritable.class, LongWritable.class, shouldCompress, -1);
    conf.setBoolean(TezRuntimeConfiguration.TEZ_RUNTIME_ENABLE_FINAL_MERGE_IN_OUTPUT, false);
    conf.setBoolean(TezRuntimeConfiguration.TEZ_RUNTIME_PIPELINED_SHUFFLE_ENABLED, true);
    CompressionCodec codec = null;
    if (shouldCompress) {
        codec = new DefaultCodec();
        ((Configurable) codec).setConf(conf);
    }
    int numOutputs = numPartitions;
    long availableMemory = 2048;
    int numRecordsWritten = 0;
    UnorderedPartitionedKVWriter kvWriter = new UnorderedPartitionedKVWriterForTest(outputContext, conf, numOutputs, availableMemory);
    int sizePerBuffer = kvWriter.sizePerBuffer;
    // IntW + LongW
    int sizePerRecord = 4 + 8;
    // Record + META_OVERHEAD
    int sizePerRecordWithOverhead = sizePerRecord + 12;
    BitSet partitionsWithData = new BitSet(numPartitions);
    IntWritable intWritable = new IntWritable();
    LongWritable longWritable = new LongWritable();
    for (int i = 0; i < numRecords; i++) {
        intWritable.set(i);
        longWritable.set(i);
        int partition = partitioner.getPartition(intWritable, longWritable, numOutputs);
        if (skippedPartitions != null && skippedPartitions.contains(partition)) {
            continue;
        }
        partitionsWithData.set(partition);
        kvWriter.write(intWritable, longWritable);
        numRecordsWritten++;
    }
    int recordsPerBuffer = sizePerBuffer / sizePerRecordWithOverhead;
    int numExpectedSpills = numRecordsWritten / recordsPerBuffer;
    ArgumentCaptor<List> eventCaptor = ArgumentCaptor.forClass(List.class);
    List<Event> lastEvents = kvWriter.close();
    if (numPartitions == 1) {
        assertEquals(false, kvWriter.skipBuffers);
    }
    // no events are sent to kvWriter upon close with pipelining
    assertTrue(lastEvents.size() == 0);
    verify(outputContext, atLeast(numExpectedSpills)).sendEvents(eventCaptor.capture());
    int numOfCapturedEvents = eventCaptor.getAllValues().size();
    lastEvents = eventCaptor.getAllValues().get(numOfCapturedEvents - 1);
    VertexManagerEvent VMEvent = (VertexManagerEvent) lastEvents.get(0);
    for (int i = 0; i < numOfCapturedEvents; i++) {
        List<Event> events = eventCaptor.getAllValues().get(i);
        if (i < numOfCapturedEvents - 1) {
            assertTrue(events.size() == 1);
            assertTrue(events.get(0) instanceof CompositeDataMovementEvent);
        } else {
            assertTrue(events.size() == 2);
            assertTrue(events.get(0) instanceof VertexManagerEvent);
            assertTrue(events.get(1) instanceof CompositeDataMovementEvent);
        }
    }
    verifyPartitionStats(VMEvent, partitionsWithData);
    verify(outputContext, never()).reportFailure(any(TaskFailureType.class), any(Throwable.class), any(String.class));
    assertNull(kvWriter.currentBuffer);
    assertEquals(0, kvWriter.availableBuffers.size());
    // Verify the counters
    TezCounter outputRecordBytesCounter = counters.findCounter(TaskCounter.OUTPUT_BYTES);
    TezCounter outputRecordsCounter = counters.findCounter(TaskCounter.OUTPUT_RECORDS);
    TezCounter outputBytesWithOverheadCounter = counters.findCounter(TaskCounter.OUTPUT_BYTES_WITH_OVERHEAD);
    TezCounter fileOutputBytesCounter = counters.findCounter(TaskCounter.OUTPUT_BYTES_PHYSICAL);
    TezCounter spilledRecordsCounter = counters.findCounter(TaskCounter.SPILLED_RECORDS);
    TezCounter additionalSpillBytesWritternCounter = counters.findCounter(TaskCounter.ADDITIONAL_SPILLS_BYTES_WRITTEN);
    TezCounter additionalSpillBytesReadCounter = counters.findCounter(TaskCounter.ADDITIONAL_SPILLS_BYTES_READ);
    TezCounter numAdditionalSpillsCounter = counters.findCounter(TaskCounter.ADDITIONAL_SPILL_COUNT);
    assertEquals(numRecordsWritten * sizePerRecord, outputRecordBytesCounter.getValue());
    assertEquals(numRecordsWritten, outputRecordsCounter.getValue());
    assertEquals(numRecordsWritten * sizePerRecordWithOverhead, outputBytesWithOverheadCounter.getValue());
    long fileOutputBytes = fileOutputBytesCounter.getValue();
    if (numRecordsWritten > 0) {
        assertTrue(fileOutputBytes > 0);
        if (!shouldCompress) {
            assertTrue(fileOutputBytes > outputRecordBytesCounter.getValue());
        }
    } else {
        assertEquals(0, fileOutputBytes);
    }
    // due to multiple threads, buffers could be merged in chunks in scheduleSpill.
    assertTrue(recordsPerBuffer * numExpectedSpills >= spilledRecordsCounter.getValue());
    long additionalSpillBytesWritten = additionalSpillBytesWritternCounter.getValue();
    long additionalSpillBytesRead = additionalSpillBytesReadCounter.getValue();
    // No additional spill bytes written when final merge is disabled.
    assertEquals(additionalSpillBytesWritten, 0);
    // No additional spills when final merge is disabled.
    assertTrue(additionalSpillBytesWritten == additionalSpillBytesRead);
    // No additional spills when final merge is disabled.
    assertEquals(numAdditionalSpillsCounter.getValue(), 0);
    assertTrue(lastEvents.size() > 0);
    // Get the last event
    int index = lastEvents.size() - 1;
    assertTrue(lastEvents.get(index) instanceof CompositeDataMovementEvent);
    CompositeDataMovementEvent cdme = (CompositeDataMovementEvent) lastEvents.get(index);
    assertEquals(0, cdme.getSourceIndexStart());
    assertEquals(numOutputs, cdme.getCount());
    DataMovementEventPayloadProto eventProto = DataMovementEventPayloadProto.parseFrom(ByteString.copyFrom(cdme.getUserPayload()));
    // Ensure that this is the last event
    assertTrue(eventProto.getLastEvent());
    verifyEmptyPartitions(eventProto, numRecordsWritten, numPartitions, skippedPartitions);
    verify(outputContext, atLeast(1)).notifyProgress();
    // Verify if all spill files are available.
    TezTaskOutput taskOutput = new TezTaskOutputFiles(conf, uniqueId, dagId);
    if (numRecordsWritten > 0) {
        int numSpills = kvWriter.numSpills.get();
        for (int i = 0; i < numSpills; i++) {
            Path outputFile = taskOutput.getSpillFileForWrite(i, 10);
            Path indexFile = taskOutput.getSpillIndexFileForWrite(i, 10);
            assertTrue(localFs.exists(outputFile));
            assertTrue(localFs.exists(indexFile));
            assertEquals("Incorrect output permissions", (short) 0640, localFs.getFileStatus(outputFile).getPermission().toShort());
            assertEquals("Incorrect index permissions", (short) 0640, localFs.getFileStatus(indexFile).getPermission().toShort());
        }
    } else {
        return;
    }
}

Example 42 with OutputContext

use of org.apache.tez.runtime.api.OutputContext in project tez by apache.

the class TestUnorderedPartitionedKVWriter method createMockOutputContext.

private OutputContext createMockOutputContext(TezCounters counters, ApplicationId appId, String uniqueId, String auxiliaryService) {
    OutputContext outputContext = mock(OutputContext.class);
    doReturn(counters).when(outputContext).getCounters();
    doReturn(appId).when(outputContext).getApplicationId();
    doReturn(1).when(outputContext).getDAGAttemptNumber();
    doReturn("dagName").when(outputContext).getDAGName();
    doReturn("destinationVertexName").when(outputContext).getDestinationVertexName();
    doReturn(1).when(outputContext).getOutputIndex();
    doReturn(1).when(outputContext).getTaskAttemptNumber();
    doReturn(1).when(outputContext).getTaskIndex();
    doReturn(1).when(outputContext).getTaskVertexIndex();
    doReturn("vertexName").when(outputContext).getTaskVertexName();
    doReturn(uniqueId).when(outputContext).getUniqueIdentifier();
    doAnswer(new Answer<ByteBuffer>() {

        @Override
        public ByteBuffer answer(InvocationOnMock invocation) throws Throwable {
            ByteBuffer portBuffer = ByteBuffer.allocate(4);
            portBuffer.mark();
            portBuffer.putInt(SHUFFLE_PORT);
            portBuffer.reset();
            return portBuffer;
        }
    }).when(outputContext).getServiceProviderMetaData(eq(auxiliaryService));
    Path outDirBase = new Path(TEST_ROOT_DIR, "outDir_" + uniqueId);
    String[] outDirs = new String[] { outDirBase.toString() };
    doReturn(outDirs).when(outputContext).getWorkDirs();
    return outputContext;
}

Example 43 with OutputContext

use of org.apache.tez.runtime.api.OutputContext in project tez by apache.

the class TestOnFileSortedOutput method testSortBufferSize.

@Test(timeout = 5000)
public void testSortBufferSize() throws Exception {
    OutputContext context = createTezOutputContext();
    conf.setInt(TezRuntimeConfiguration.TEZ_RUNTIME_IO_SORT_MB, 2048);
    UserPayload payLoad = TezUtils.createUserPayloadFromConf(conf);
    doReturn(payLoad).when(context).getUserPayload();
    sortedOutput = new OrderedPartitionedKVOutput(context, partitions);
    try {
        // Memory limit checks are done in sorter impls. For e.g, defaultsorter does not support > 2GB
        sortedOutput.initialize();
        DefaultSorter sorter = new DefaultSorter(context, conf, 100, 3500 * 1024 * 1024l);
        fail();
    } catch (IllegalArgumentException e) {
        assertTrue(e.getMessage().contains(TezRuntimeConfiguration.TEZ_RUNTIME_IO_SORT_MB));
    }
    conf.setInt(TezRuntimeConfiguration.TEZ_RUNTIME_IO_SORT_MB, 0);
    payLoad = TezUtils.createUserPayloadFromConf(conf);
    doReturn(payLoad).when(context).getUserPayload();
    sortedOutput = new OrderedPartitionedKVOutput(context, partitions);
    try {
        sortedOutput.initialize();
        fail();
    } catch (IllegalArgumentException e) {
        assertTrue(e.getMessage().contains(TezRuntimeConfiguration.TEZ_RUNTIME_IO_SORT_MB));
    }
}

Example 44 with OutputContext

use of org.apache.tez.runtime.api.OutputContext in project tez by apache.

the class TestOnFileSortedOutput method createTezOutputContext.

private OutputContext createTezOutputContext() throws IOException {
    String[] workingDirs = { workingDir.toString() };
    UserPayload payLoad = TezUtils.createUserPayloadFromConf(conf);
    DataOutputBuffer serviceProviderMetaData = new DataOutputBuffer();
    serviceProviderMetaData.writeInt(PORT);
    TezCounters counters = new TezCounters();
    OutputStatisticsReporter reporter = mock(OutputStatisticsReporter.class);
    doAnswer(new Answer() {

        @Override
        public Object answer(InvocationOnMock invocation) throws Throwable {
            outputSize.set((Long) invocation.getArguments()[0]);
            return null;
        }
    }).when(reporter).reportDataSize(anyLong());
    doAnswer(new Answer() {

        @Override
        public Object answer(InvocationOnMock invocation) throws Throwable {
            numRecords.set((Long) invocation.getArguments()[0]);
            return null;
        }
    }).when(reporter).reportItemsProcessed(anyLong());
    OutputContext context = mock(OutputContext.class);
    doReturn(counters).when(context).getCounters();
    doReturn(workingDirs).when(context).getWorkDirs();
    doReturn(payLoad).when(context).getUserPayload();
    doReturn(5 * 1024 * 1024l).when(context).getTotalMemoryAvailableToTask();
    doReturn(UniqueID).when(context).getUniqueIdentifier();
    doReturn("v1").when(context).getDestinationVertexName();
    doReturn(ByteBuffer.wrap(serviceProviderMetaData.getData())).when(context).getServiceProviderMetaData(conf.get(TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID, TezConfiguration.TEZ_AM_SHUFFLE_AUXILIARY_SERVICE_ID_DEFAULT));
    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(context).requestInitialMemory(anyLong(), any(MemoryUpdateCallback.class));
    ExecutionContext ExecutionContext = mock(ExecutionContext.class);
    doReturn(HOST).when(ExecutionContext).getHostName();
    doReturn(reporter).when(context).getStatisticsReporter();
    doReturn(ExecutionContext).when(context).getExecutionContext();
    return context;
}

Example 45 with OutputContext

use of org.apache.tez.runtime.api.OutputContext in project tez by apache.

the class TestOrderedPartitionedKVOutput2 method testClose.

@Test(timeout = 10000)
public void testClose() throws Exception {
    OutputContext outputContext = OutputTestHelpers.createOutputContext(conf, workingDir);
    int numPartitions = 10;
    OrderedPartitionedKVOutput output = new OrderedPartitionedKVOutput(outputContext, numPartitions);
    output.initialize();
    output.start();
    output.close();
}