/* * 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.beam.sdk.runners.dataflow; import static org.apache.beam.sdk.util.CoderUtils.encodeToByteArray; import java.io.IOException; import java.util.ArrayList; import java.util.List; import java.util.concurrent.ThreadLocalRandom; import javax.annotation.Nullable; import org.apache.beam.sdk.coders.Coder; import org.apache.beam.sdk.coders.DelegateCoder; import org.apache.beam.sdk.coders.KvCoder; import org.apache.beam.sdk.coders.VarIntCoder; import org.apache.beam.sdk.io.UnboundedSource; import org.apache.beam.sdk.options.PipelineOptions; import org.apache.beam.sdk.values.KV; import org.joda.time.Instant; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * An unbounded source for testing the unbounded sources framework code. * * <p>Each split of this sources produces records of the form KV(split_id, i), * where i counts up from 0. Each record has a timestamp of i, and the watermark * accurately tracks these timestamps. The reader will occasionally return false * from {@code advance}, in order to simulate a source where not all the data is * available immediately. */ public class TestCountingSource extends UnboundedSource<KV<Integer, Integer>, TestCountingSource.CounterMark> { private static final Logger LOG = LoggerFactory.getLogger(TestCountingSource.class); private static List<Integer> finalizeTracker; private final int numMessagesPerShard; private final int shardNumber; private final boolean dedup; private final boolean throwOnFirstSnapshot; private final boolean allowSplitting; /** * We only allow an exception to be thrown from getCheckpointMark * at most once. This must be static since the entire TestCountingSource * instance may re-serialized when the pipeline recovers and retries. */ private static boolean thrown = false; public static void setFinalizeTracker(List<Integer> finalizeTracker) { TestCountingSource.finalizeTracker = finalizeTracker; } public TestCountingSource(int numMessagesPerShard) { this(numMessagesPerShard, 0, false, false, true); } public TestCountingSource withDedup() { return new TestCountingSource( numMessagesPerShard, shardNumber, true, throwOnFirstSnapshot, true); } private TestCountingSource withShardNumber(int shardNumber) { return new TestCountingSource( numMessagesPerShard, shardNumber, dedup, throwOnFirstSnapshot, true); } public TestCountingSource withThrowOnFirstSnapshot(boolean throwOnFirstSnapshot) { return new TestCountingSource( numMessagesPerShard, shardNumber, dedup, throwOnFirstSnapshot, true); } public TestCountingSource withoutSplitting() { return new TestCountingSource( numMessagesPerShard, shardNumber, dedup, throwOnFirstSnapshot, false); } private TestCountingSource(int numMessagesPerShard, int shardNumber, boolean dedup, boolean throwOnFirstSnapshot, boolean allowSplitting) { this.numMessagesPerShard = numMessagesPerShard; this.shardNumber = shardNumber; this.dedup = dedup; this.throwOnFirstSnapshot = throwOnFirstSnapshot; this.allowSplitting = allowSplitting; } public int getShardNumber() { return shardNumber; } @Override public List<TestCountingSource> split( int desiredNumSplits, PipelineOptions options) { List<TestCountingSource> splits = new ArrayList<>(); int numSplits = allowSplitting ? desiredNumSplits : 1; for (int i = 0; i < numSplits; i++) { splits.add(withShardNumber(i)); } return splits; } class CounterMark implements UnboundedSource.CheckpointMark { int current; public CounterMark(int current) { this.current = current; } @Override public void finalizeCheckpoint() { if (finalizeTracker != null) { finalizeTracker.add(current); } } } @Override public Coder<CounterMark> getCheckpointMarkCoder() { return DelegateCoder.of( VarIntCoder.of(), new DelegateCoder.CodingFunction<CounterMark, Integer>() { @Override public Integer apply(CounterMark input) { return input.current; } }, new DelegateCoder.CodingFunction<Integer, CounterMark>() { @Override public CounterMark apply(Integer input) { return new CounterMark(input); } }); } @Override public boolean requiresDeduping() { return dedup; } /** * Public only so that the checkpoint can be conveyed from {@link #getCheckpointMark()} to * {@link TestCountingSource#createReader(PipelineOptions, CounterMark)} without cast. */ public class CountingSourceReader extends UnboundedReader<KV<Integer, Integer>> { private int current; public CountingSourceReader(int startingPoint) { this.current = startingPoint; } @Override public boolean start() { return advance(); } @Override public boolean advance() { if (current >= numMessagesPerShard - 1) { return false; } // If testing dedup, occasionally insert a duplicate value; if (current >= 0 && dedup && ThreadLocalRandom.current().nextInt(5) == 0) { return true; } current++; return true; } @Override public KV<Integer, Integer> getCurrent() { return KV.of(shardNumber, current); } @Override public Instant getCurrentTimestamp() { return new Instant(current); } @Override public byte[] getCurrentRecordId() { try { return encodeToByteArray(KvCoder.of(VarIntCoder.of(), VarIntCoder.of()), getCurrent()); } catch (IOException e) { throw new RuntimeException(e); } } @Override public void close() {} @Override public TestCountingSource getCurrentSource() { return TestCountingSource.this; } @Override public Instant getWatermark() { // The watermark is a promise about future elements, and the timestamps of elements are // strictly increasing for this source. return new Instant(current + 1); } @Override public CounterMark getCheckpointMark() { if (throwOnFirstSnapshot && !thrown) { thrown = true; LOG.error("Throwing exception while checkpointing counter"); throw new RuntimeException("failed during checkpoint"); } // The checkpoint can assume all records read, including the current, have // been commited. return new CounterMark(current); } @Override public long getSplitBacklogBytes() { return 7L; } } @Override public CountingSourceReader createReader( PipelineOptions options, @Nullable CounterMark checkpointMark) { if (checkpointMark == null) { LOG.debug("creating reader"); } else { LOG.debug("restoring reader from checkpoint with current = {}", checkpointMark.current); } return new CountingSourceReader(checkpointMark != null ? checkpointMark.current : -1); } @Override public void validate() {} @Override public Coder<KV<Integer, Integer>> getDefaultOutputCoder() { return KvCoder.of(VarIntCoder.of(), VarIntCoder.of()); } }