[FLINK-17661] Add test for new TimestampsAndWatermarksOperator

上级 a9fc983c
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* http://www.apache.org/licenses/LICENSE-2.0
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package org.apache.flink.streaming.runtime.operators;
import org.apache.flink.api.common.eventtime.SerializableTimestampAssigner;
import org.apache.flink.api.common.eventtime.Watermark;
import org.apache.flink.api.common.eventtime.WatermarkGenerator;
import org.apache.flink.api.common.eventtime.WatermarkOutput;
import org.apache.flink.api.common.eventtime.WatermarkStrategies;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
import org.apache.flink.streaming.util.OneInputStreamOperatorTestHarness;
import org.junit.Test;
import java.io.Serializable;
import static org.apache.flink.streaming.util.StreamRecordMatchers.streamRecord;
import static org.apache.flink.streaming.util.WatermarkMatchers.legacyWatermark;
import static org.hamcrest.Matchers.empty;
import static org.hamcrest.Matchers.is;
import static org.junit.Assert.assertThat;
/**
* Tests for {@link TimestampsAndWatermarksOperator}.
*/
public class TimestampsAndWatermarksOperatorTest {
private static final long AUTO_WATERMARK_INTERVAL = 50L;
@Test
public void inputWatermarksAreNotForwarded() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new PeriodicWatermarkGenerator()));
testHarness.processWatermark(createLegacyWatermark(42L));
testHarness.setProcessingTime(AUTO_WATERMARK_INTERVAL);
assertThat(testHarness.getOutput(), empty());
}
@Test
public void longMaxInputWatermarkIsForwarded() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new PeriodicWatermarkGenerator()));
testHarness.processWatermark(createLegacyWatermark(Long.MAX_VALUE));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(Long.MAX_VALUE)));
}
@Test
public void periodicWatermarksEmitOnPeriodicEmit() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new PeriodicWatermarkGenerator()));
testHarness.processElement(new StreamRecord<>(2L, 1));
testHarness.setProcessingTime(AUTO_WATERMARK_INTERVAL);
assertThat(pollNextStreamRecord(testHarness), streamRecord(2L, 2L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(1L)));
testHarness.processElement(new StreamRecord<>(4L, 1));
testHarness.setProcessingTime(AUTO_WATERMARK_INTERVAL * 2);
assertThat(pollNextStreamRecord(testHarness), streamRecord(4L, 4L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(3L)));
}
@Test
public void periodicWatermarksOnlyEmitOnPeriodicEmit() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new PeriodicWatermarkGenerator()));
testHarness.processElement(new StreamRecord<>(2L, 1));
assertThat(pollNextStreamRecord(testHarness), streamRecord(2L, 2L));
assertThat(testHarness.getOutput(), empty());
}
@Test
public void periodicWatermarksDoNotRegress() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new PeriodicWatermarkGenerator()));
testHarness.processElement(new StreamRecord<>(4L, 1));
testHarness.setProcessingTime(AUTO_WATERMARK_INTERVAL);
assertThat(pollNextStreamRecord(testHarness), streamRecord(4L, 4L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(3L)));
testHarness.processElement(new StreamRecord<>(2L, 1));
testHarness.setProcessingTime(AUTO_WATERMARK_INTERVAL);
assertThat(pollNextStreamRecord(testHarness), streamRecord(2L, 2L));
assertThat(testHarness.getOutput(), empty());
}
@Test
public void punctuatedWatermarksEmitImmediately() throws Exception {
OneInputStreamOperatorTestHarness<Tuple2<Boolean, Long>, Tuple2<Boolean, Long>> testHarness = createTestHarness(
new TupleExtractor(),
WatermarkStrategies.forGenerator(new PunctuatedWatermarkGenerator()));
testHarness.processElement(new StreamRecord<>(new Tuple2<>(true, 2L), 1));
assertThat(pollNextStreamRecord(testHarness), streamRecord(new Tuple2<>(true, 2L), 2L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(2L)));
testHarness.processElement(new StreamRecord<>(new Tuple2<>(true, 4L), 1));
assertThat(pollNextStreamRecord(testHarness), streamRecord(new Tuple2<>(true, 4L), 4L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(4L)));
}
@Test
public void punctuatedWatermarksDoNotRegress() throws Exception {
OneInputStreamOperatorTestHarness<Tuple2<Boolean, Long>, Tuple2<Boolean, Long>> testHarness = createTestHarness(
new TupleExtractor(),
WatermarkStrategies.forGenerator(new PunctuatedWatermarkGenerator()));
testHarness.processElement(new StreamRecord<>(new Tuple2<>(true, 4L), 1));
assertThat(pollNextStreamRecord(testHarness), streamRecord(new Tuple2<>(true, 4L), 4L));
assertThat(pollNextLegacyWatermark(testHarness), is(legacyWatermark(4L)));
testHarness.processElement(new StreamRecord<>(new Tuple2<>(true, 2L), 1));
assertThat(pollNextStreamRecord(testHarness), streamRecord(new Tuple2<>(true, 2L), 2L));
assertThat(testHarness.getOutput(), empty());
}
/**
* Negative timestamps also must be correctly forwarded.
*/
@Test
public void testNegativeTimestamps() throws Exception {
OneInputStreamOperatorTestHarness<Long, Long> testHarness = createTestHarness(
new LongExtractor(),
WatermarkStrategies.forGenerator(new NeverWatermarkGenerator()));
long[] values = {Long.MIN_VALUE, -1L, 0L, 1L, 2L, 3L, Long.MAX_VALUE};
for (long value : values) {
testHarness.processElement(new StreamRecord<>(value));
}
for (long value : values) {
assertThat(pollNextStreamRecord(testHarness).getTimestamp(), is(value));
}
}
private static <T> OneInputStreamOperatorTestHarness<T, T> createTestHarness(
TimestampAssigner<T> assigner,
WatermarkStrategies watermarkStrategy) throws Exception {
final TimestampsAndWatermarksOperator<T> operator =
new TimestampsAndWatermarksOperator<>(assigner, watermarkStrategy.build());
OneInputStreamOperatorTestHarness<T, T> testHarness =
new OneInputStreamOperatorTestHarness<>(operator);
testHarness.getExecutionConfig().setAutoWatermarkInterval(AUTO_WATERMARK_INTERVAL);
testHarness.open();
return testHarness;
}
@SuppressWarnings("unchecked")
private static <T> StreamRecord<T> pollNextStreamRecord(
OneInputStreamOperatorTestHarness<?, T> testHarness) {
return (StreamRecord<T>) testHarness.getOutput().poll();
}
private static org.apache.flink.streaming.api.watermark.Watermark pollNextLegacyWatermark(
OneInputStreamOperatorTestHarness<?, ?> testHarness) {
return (org.apache.flink.streaming.api.watermark.Watermark) testHarness.getOutput().poll();
}
private static org.apache.flink.streaming.api.watermark.Watermark createLegacyWatermark(long timestamp) {
return new org.apache.flink.streaming.api.watermark.Watermark(timestamp);
}
private static class LongExtractor implements SerializableTimestampAssigner<Long> {
@Override
public long extractTimestamp(Long element, long recordTimestamp) {
return element;
}
}
private static class TupleExtractor implements SerializableTimestampAssigner<Tuple2<Boolean, Long>> {
@Override
public long extractTimestamp(Tuple2<Boolean, Long> element, long recordTimestamp) {
return element.f1;
}
}
/**
* A {@link WatermarkGenerator} that doesn't enforce the watermark invariant by itself. If a
* record with a lower timestamp than the previous high timestamp comes in the output watermark
* regressed.
*/
private static class PeriodicWatermarkGenerator implements WatermarkGenerator<Long>, Serializable {
private long currentWatermark = Long.MIN_VALUE;
@Override
public void onEvent(
Long event, long eventTimestamp, WatermarkOutput output) {
currentWatermark = eventTimestamp;
}
@Override
public void onPeriodicEmit(WatermarkOutput output) {
long effectiveWatermark =
currentWatermark == Long.MIN_VALUE ? Long.MIN_VALUE : currentWatermark - 1;
output.emitWatermark(new Watermark(effectiveWatermark));
}
}
/**
* A {@link WatermarkGenerator} that doesn't enforce the watermark invariant by itself. If a
* record with a lower timestamp than the previous high timestamp comes in the output watermark
* regressed.
*/
private static class PunctuatedWatermarkGenerator implements WatermarkGenerator<Tuple2<Boolean, Long>>, Serializable {
@Override
public void onEvent(
Tuple2<Boolean, Long> event, long eventTimestamp, WatermarkOutput output) {
if (event.f0) {
output.emitWatermark(new Watermark(event.f1));
}
}
@Override
public void onPeriodicEmit(WatermarkOutput output) {
}
}
private static class NeverWatermarkGenerator implements WatermarkGenerator<Long>, Serializable {
@Override
public void onEvent(
Long event, long eventTimestamp, WatermarkOutput output) {
}
@Override
public void onPeriodicEmit(WatermarkOutput output) {
}
}
}
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