org.apache.flink.streaming.connectors.kafka.testutils.FakeStandardProducerConfig Java Examples

/**
 * This test is meant to assure that testAtLeastOnceProducer is valid by testing that if flushing is disabled,
 * the snapshot method does indeed finishes without waiting for pending records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testDoesNotWaitForPendingRecordsIfFlushingDisabled() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(false);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg"));

	// make sure that all callbacks have not been completed
	verify(mockProducer, times(1)).send(any(ProducerRecord.class), any(Callback.class));

	// should return even if there are pending records
	testHarness.snapshot(123L, 123L);

	testHarness.close();
}
 

/**
 * This test is meant to assure that testAtLeastOnceProducer is valid by testing that if flushing is disabled,
 * the snapshot method does indeed finishes without waiting for pending records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testDoesNotWaitForPendingRecordsIfFlushingDisabled() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(false);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg"));

	// make sure that all callbacks have not been completed
	verify(mockProducer, times(1)).send(any(ProducerRecord.class), any(Callback.class));

	// should return even if there are pending records
	testHarness.snapshot(123L, 123L);

	testHarness.close();
}
 

/**
 * This test is meant to assure that testAtLeastOnceProducer is valid by testing that if flushing is disabled,
 * the snapshot method does indeed finishes without waiting for pending records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testDoesNotWaitForPendingRecordsIfFlushingDisabled() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(false);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg"));

	// make sure that all callbacks have not been completed
	verify(mockProducer, times(1)).send(any(ProducerRecord.class), any(Callback.class));

	// should return even if there are pending records
	testHarness.snapshot(123L, 123L);

	testHarness.close();
}
 

/**
 * Test ensuring that if an invoke call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnInvoke() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.processElement(new StreamRecord<>("msg-2"));
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that if a snapshot call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnCheckpoint() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.snapshot(123L, 123L);
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that if an invoke call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnInvoke() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.processElement(new StreamRecord<>("msg-2"));
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Tests that partitions list is determinate and correctly provided to custom partitioner.
 */
@SuppressWarnings("unchecked")
@Test
public void testPartitionerInvokedWithDeterminatePartitionList() throws Exception {
	FlinkKafkaPartitioner<String> mockPartitioner = mock(FlinkKafkaPartitioner.class);

	RuntimeContext mockRuntimeContext = mock(StreamingRuntimeContext.class);
	when(mockRuntimeContext.getIndexOfThisSubtask()).thenReturn(0);
	when(mockRuntimeContext.getNumberOfParallelSubtasks()).thenReturn(1);

	// out-of-order list of 4 partitions
	List<PartitionInfo> mockPartitionsList = new ArrayList<>(4);
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 3, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 1, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 0, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 2, null, null, null));

	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), mockPartitioner);
	producer.setRuntimeContext(mockRuntimeContext);

	final KafkaProducer mockProducer = producer.getMockKafkaProducer();
	when(mockProducer.partitionsFor(anyString())).thenReturn(mockPartitionsList);
	when(mockProducer.metrics()).thenReturn(null);

	producer.open(new Configuration());
	verify(mockPartitioner, times(1)).open(0, 1);

	producer.invoke("foobar", SinkContextUtil.forTimestamp(0));
	verify(mockPartitioner, times(1)).partition(
		"foobar", null, "foobar".getBytes(), DummyFlinkKafkaProducer.DUMMY_TOPIC, new int[] {0, 1, 2, 3});
}
 

/**
 * Test ensuring that if a snapshot call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnCheckpoint() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.snapshot(123L, 123L);
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that if an invoke call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnInvoke() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.processElement(new StreamRecord<>("msg-2"));
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Tests that partitions list is determinate and correctly provided to custom partitioner.
 */
@SuppressWarnings("unchecked")
@Test
public void testPartitionerInvokedWithDeterminatePartitionList() throws Exception {
	FlinkKafkaPartitioner<String> mockPartitioner = mock(FlinkKafkaPartitioner.class);

	RuntimeContext mockRuntimeContext = mock(StreamingRuntimeContext.class);
	when(mockRuntimeContext.getIndexOfThisSubtask()).thenReturn(0);
	when(mockRuntimeContext.getNumberOfParallelSubtasks()).thenReturn(1);

	// out-of-order list of 4 partitions
	List<PartitionInfo> mockPartitionsList = new ArrayList<>(4);
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 3, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 1, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 0, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 2, null, null, null));

	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), mockPartitioner);
	producer.setRuntimeContext(mockRuntimeContext);

	final KafkaProducer mockProducer = producer.getMockKafkaProducer();
	when(mockProducer.partitionsFor(anyString())).thenReturn(mockPartitionsList);
	when(mockProducer.metrics()).thenReturn(null);

	producer.open(new Configuration());
	verify(mockPartitioner, times(1)).open(0, 1);

	producer.invoke("foobar", SinkContextUtil.forTimestamp(0));
	verify(mockPartitioner, times(1)).partition(
		"foobar", null, "foobar".getBytes(), DummyFlinkKafkaProducer.DUMMY_TOPIC, new int[] {0, 1, 2, 3});
}
 

/**
 * Test ensuring that if a snapshot call happens right after an async exception is caught, it should be rethrown.
 */
@Test
public void testAsyncErrorRethrownOnCheckpoint() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);

	OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));

	// let the message request return an async exception
	producer.getPendingCallbacks().get(0).onCompletion(null, new Exception("artificial async exception"));

	try {
		testHarness.snapshot(123L, 123L);
	} catch (Exception e) {
		// the next invoke should rethrow the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async exception"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Tests that partitions list is determinate and correctly provided to custom partitioner.
 */
@SuppressWarnings("unchecked")
@Test
public void testPartitionerInvokedWithDeterminatePartitionList() throws Exception {
	FlinkKafkaPartitioner<String> mockPartitioner = mock(FlinkKafkaPartitioner.class);

	RuntimeContext mockRuntimeContext = mock(StreamingRuntimeContext.class);
	when(mockRuntimeContext.getIndexOfThisSubtask()).thenReturn(0);
	when(mockRuntimeContext.getNumberOfParallelSubtasks()).thenReturn(1);

	// out-of-order list of 4 partitions
	List<PartitionInfo> mockPartitionsList = new ArrayList<>(4);
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 3, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 1, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 0, null, null, null));
	mockPartitionsList.add(new PartitionInfo(DummyFlinkKafkaProducer.DUMMY_TOPIC, 2, null, null, null));

	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), mockPartitioner);
	producer.setRuntimeContext(mockRuntimeContext);

	final KafkaProducer mockProducer = producer.getMockKafkaProducer();
	when(mockProducer.partitionsFor(anyString())).thenReturn(mockPartitionsList);
	when(mockProducer.metrics()).thenReturn(null);

	producer.open(new Configuration());
	verify(mockPartitioner, times(1)).open(0, 1);

	producer.invoke("foobar", SinkContextUtil.forTimestamp(0));
	verify(mockPartitioner, times(1)).partition(
		"foobar", null, "foobar".getBytes(), DummyFlinkKafkaProducer.DUMMY_TOPIC, new int[] {0, 1, 2, 3});
}
 

/**
 * Test ensuring that if an async exception is caught for one of the flushed requests on checkpoint,
 * it should be rethrown; we set a timeout because the test will not finish if the logic is broken.
 *
 * <p>Note that this test does not test the snapshot method is blocked correctly when there are pending records.
 * The test for that is covered in testAtLeastOnceProducer.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testAsyncErrorRethrownOnCheckpointAfterFlush() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));

	// only let the first callback succeed for now
	producer.getPendingCallbacks().get(0).onCompletion(null, null);

	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block at first, since there are still two pending records that needs to be flushed
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// let the 2nd message fail with an async exception
	producer.getPendingCallbacks().get(1).onCompletion(null, new Exception("artificial async failure for 2nd message"));
	producer.getPendingCallbacks().get(2).onCompletion(null, null);

	try {
		snapshotThread.sync();
	} catch (Exception e) {
		// the snapshot should have failed with the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async failure for 2nd message"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that the producer is not dropping buffered records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 10000)
public void testAtLeastOnceProducer() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));
	Assert.assertEquals(3, producer.getPendingSize());

	// start a thread to perform checkpointing
	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block until all records are flushed;
			// if the snapshot implementation returns before pending records are flushed,
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// before proceeding, make sure that flushing has started and that the snapshot is still blocked;
	// this would block forever if the snapshot didn't perform a flush
	producer.waitUntilFlushStarted();
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());

	// now, complete the callbacks
	producer.getPendingCallbacks().get(0).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(2, producer.getPendingSize());

	producer.getPendingCallbacks().get(1).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(1, producer.getPendingSize());

	producer.getPendingCallbacks().get(2).onCompletion(null, null);
	Assert.assertEquals(0, producer.getPendingSize());

	// this would fail with an exception if flushing wasn't completed before the snapshot method returned
	snapshotThread.sync();

	testHarness.close();
}
 

/**
 * Test ensuring that the producer is not dropping buffered records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 10000)
public void testAtLeastOnceProducer() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));
	Assert.assertEquals(3, producer.getPendingSize());

	// start a thread to perform checkpointing
	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block until all records are flushed;
			// if the snapshot implementation returns before pending records are flushed,
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// before proceeding, make sure that flushing has started and that the snapshot is still blocked;
	// this would block forever if the snapshot didn't perform a flush
	producer.waitUntilFlushStarted();
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());

	// now, complete the callbacks
	producer.getPendingCallbacks().get(0).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(2, producer.getPendingSize());

	producer.getPendingCallbacks().get(1).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(1, producer.getPendingSize());

	producer.getPendingCallbacks().get(2).onCompletion(null, null);
	Assert.assertEquals(0, producer.getPendingSize());

	// this would fail with an exception if flushing wasn't completed before the snapshot method returned
	snapshotThread.sync();

	testHarness.close();
}
 

/**
 * Test ensuring that if an async exception is caught for one of the flushed requests on checkpoint,
 * it should be rethrown; we set a timeout because the test will not finish if the logic is broken.
 *
 * <p>Note that this test does not test the snapshot method is blocked correctly when there are pending records.
 * The test for that is covered in testAtLeastOnceProducer.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testAsyncErrorRethrownOnCheckpointAfterFlush() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));

	// only let the first callback succeed for now
	producer.getPendingCallbacks().get(0).onCompletion(null, null);

	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block at first, since there are still two pending records that needs to be flushed
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// let the 2nd message fail with an async exception
	producer.getPendingCallbacks().get(1).onCompletion(null, new Exception("artificial async failure for 2nd message"));
	producer.getPendingCallbacks().get(2).onCompletion(null, null);

	try {
		snapshotThread.sync();
	} catch (Exception e) {
		// the snapshot should have failed with the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async failure for 2nd message"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that if an async exception is caught for one of the flushed requests on checkpoint,
 * it should be rethrown; we set a timeout because the test will not finish if the logic is broken.
 *
 * <p>Note that this test does not test the snapshot method is blocked correctly when there are pending records.
 * The test for that is covered in testAtLeastOnceProducer.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 5000)
public void testAsyncErrorRethrownOnCheckpointAfterFlush() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));

	// only let the first callback succeed for now
	producer.getPendingCallbacks().get(0).onCompletion(null, null);

	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block at first, since there are still two pending records that needs to be flushed
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// let the 2nd message fail with an async exception
	producer.getPendingCallbacks().get(1).onCompletion(null, new Exception("artificial async failure for 2nd message"));
	producer.getPendingCallbacks().get(2).onCompletion(null, null);

	try {
		snapshotThread.sync();
	} catch (Exception e) {
		// the snapshot should have failed with the async exception
		Assert.assertTrue(e.getCause().getMessage().contains("artificial async failure for 2nd message"));

		// test succeeded
		return;
	}

	Assert.fail();
}
 

/**
 * Test ensuring that the producer is not dropping buffered records;
 * we set a timeout because the test will not finish if the logic is broken.
 */
@SuppressWarnings("unchecked")
@Test(timeout = 10000)
public void testAtLeastOnceProducer() throws Throwable {
	final DummyFlinkKafkaProducer<String> producer = new DummyFlinkKafkaProducer<>(
		FakeStandardProducerConfig.get(), new KeyedSerializationSchemaWrapper<>(new SimpleStringSchema()), null);
	producer.setFlushOnCheckpoint(true);

	final KafkaProducer<?, ?> mockProducer = producer.getMockKafkaProducer();

	final OneInputStreamOperatorTestHarness<String, Object> testHarness =
		new OneInputStreamOperatorTestHarness<>(new StreamSink<>(producer));

	testHarness.open();

	testHarness.processElement(new StreamRecord<>("msg-1"));
	testHarness.processElement(new StreamRecord<>("msg-2"));
	testHarness.processElement(new StreamRecord<>("msg-3"));

	verify(mockProducer, times(3)).send(any(ProducerRecord.class), any(Callback.class));
	Assert.assertEquals(3, producer.getPendingSize());

	// start a thread to perform checkpointing
	CheckedThread snapshotThread = new CheckedThread() {
		@Override
		public void go() throws Exception {
			// this should block until all records are flushed;
			// if the snapshot implementation returns before pending records are flushed,
			testHarness.snapshot(123L, 123L);
		}
	};
	snapshotThread.start();

	// before proceeding, make sure that flushing has started and that the snapshot is still blocked;
	// this would block forever if the snapshot didn't perform a flush
	producer.waitUntilFlushStarted();
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());

	// now, complete the callbacks
	producer.getPendingCallbacks().get(0).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(2, producer.getPendingSize());

	producer.getPendingCallbacks().get(1).onCompletion(null, null);
	Assert.assertTrue("Snapshot returned before all records were flushed", snapshotThread.isAlive());
	Assert.assertEquals(1, producer.getPendingSize());

	producer.getPendingCallbacks().get(2).onCompletion(null, null);
	Assert.assertEquals(0, producer.getPendingSize());

	// this would fail with an exception if flushing wasn't completed before the snapshot method returned
	snapshotThread.sync();

	testHarness.close();
}