Java Code Examples for org.apache.flink.streaming.util.OperatorSnapshotUtil#writeStateHandle()

/**
 * Manually run this to write binary snapshot data. Remove @Ignore to run.
 */
@Ignore
@Test
public void writeSnapshot() throws Exception {

	final File outDir = tempFolder.newFolder();

	BucketingSink<String> sink = new BucketingSink<String>(outDir.getAbsolutePath())
		.setWriter(new StringWriter<String>())
		.setBatchSize(5)
		.setPartPrefix(PART_PREFIX)
		.setInProgressPrefix("")
		.setPendingPrefix("")
		.setValidLengthPrefix("")
		.setInProgressSuffix(IN_PROGRESS_SUFFIX)
		.setPendingSuffix(PENDING_SUFFIX)
		.setValidLengthSuffix(VALID_LENGTH_SUFFIX);

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

	testHarness.setup();
	testHarness.open();

	testHarness.processElement(new StreamRecord<>("test1", 0L));
	testHarness.processElement(new StreamRecord<>("test2", 0L));

	checkLocalFs(outDir, 1, 1, 0, 0);

	testHarness.processElement(new StreamRecord<>("test3", 0L));
	testHarness.processElement(new StreamRecord<>("test4", 0L));
	testHarness.processElement(new StreamRecord<>("test5", 0L));

	checkLocalFs(outDir, 1, 4, 0, 0);

	OperatorSubtaskState snapshot = testHarness.snapshot(0L, 0L);

	OperatorSnapshotUtil.writeStateHandle(snapshot, "src/test/resources/bucketing-sink-migration-test-flink" + flinkGenerateSavepointVersion + "-snapshot");
	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data. Remove @Ignore to run.
 */
@Ignore
@Test
public void writeSnapshot() throws Exception {

	final File outDir = tempFolder.newFolder();

	BucketingSink<String> sink = new BucketingSink<String>(outDir.getAbsolutePath())
		.setWriter(new StringWriter<String>())
		.setBatchSize(5)
		.setPartPrefix(PART_PREFIX)
		.setInProgressPrefix("")
		.setPendingPrefix("")
		.setValidLengthPrefix("")
		.setInProgressSuffix(IN_PROGRESS_SUFFIX)
		.setPendingSuffix(PENDING_SUFFIX)
		.setValidLengthSuffix(VALID_LENGTH_SUFFIX);

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

	testHarness.setup();
	testHarness.open();

	testHarness.processElement(new StreamRecord<>("test1", 0L));
	testHarness.processElement(new StreamRecord<>("test2", 0L));

	checkLocalFs(outDir, 1, 1, 0, 0);

	testHarness.processElement(new StreamRecord<>("test3", 0L));
	testHarness.processElement(new StreamRecord<>("test4", 0L));
	testHarness.processElement(new StreamRecord<>("test5", 0L));

	checkLocalFs(outDir, 1, 4, 0, 0);

	OperatorSubtaskState snapshot = testHarness.snapshot(0L, 0L);

	OperatorSnapshotUtil.writeStateHandle(snapshot, "src/test/resources/bucketing-sink-migration-test-flink" + flinkGenerateSavepointVersion + "-snapshot");
	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeSinglePatternAfterMigrationSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent1 = new Event(42, "start", 1.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
			new KeyedOneInputStreamOperatorTestHarness<>(
					getKeyedCepOpearator(false, new SinglePatternNFAFactory()),
					keySelector,
					BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();
		harness.processWatermark(new Watermark(5));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-single-pattern-afterwards-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeSnapshot() throws Exception {
	try {
		checkState(flinkGenerateSavepointVersion.isPresent());
		startClusters();

		OperatorSubtaskState snapshot = initializeTestState();
		OperatorSnapshotUtil.writeStateHandle(snapshot, getOperatorSnapshotPath(flinkGenerateSavepointVersion.get()));
	}
	finally {
		shutdownClusters();
	}
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeAndOrSubtypConditionsPatternAfterMigrationSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent1 = new SubEvent(42, "start", 1.0, 6.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
		new KeyedOneInputStreamOperatorTestHarness<>(
			getKeyedCepOpearator(false, new NFAComplexConditionsFactory()),
			keySelector,
			BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();
		harness.processElement(new StreamRecord<>(startEvent1, 5));
		harness.processWatermark(new Watermark(6));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-conditions-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeStartingNewPatternAfterMigrationSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent1 = new Event(42, "start", 1.0);
	final SubEvent middleEvent1 = new SubEvent(42, "foo1", 1.0, 10.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
			new KeyedOneInputStreamOperatorTestHarness<>(
				getKeyedCepOpearator(false, new NFAFactory()),
					keySelector,
					BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();
		harness.processElement(new StreamRecord<Event>(startEvent1, 1));
		harness.processElement(new StreamRecord<Event>(new Event(42, "foobar", 1.0), 2));
		harness
			.processElement(new StreamRecord<Event>(new SubEvent(42, "barfoo", 1.0, 5.0), 3));
		harness.processElement(new StreamRecord<Event>(middleEvent1, 2));
		harness.processWatermark(new Watermark(5));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-starting-new-pattern-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

private void writeSnapshot(String path, HashMap<KafkaTopicPartition, Long> state) throws Exception {

		final OneShotLatch latch = new OneShotLatch();
		final AbstractFetcher<String, ?> fetcher = mock(AbstractFetcher.class);

		doAnswer(new Answer<Void>() {
			@Override
			public Void answer(InvocationOnMock invocation) throws Throwable {
				latch.trigger();
				return null;
			}
		}).when(fetcher).runFetchLoop();

		when(fetcher.snapshotCurrentState()).thenReturn(state);

		final List<KafkaTopicPartition> partitions = new ArrayList<>(PARTITION_STATE.keySet());

		final DummyFlinkKafkaConsumer<String> consumerFunction =
			new DummyFlinkKafkaConsumer<>(fetcher, TOPICS, partitions, FlinkKafkaConsumerBase.PARTITION_DISCOVERY_DISABLED);

		StreamSource<String, DummyFlinkKafkaConsumer<String>> consumerOperator =
				new StreamSource<>(consumerFunction);

		final AbstractStreamOperatorTestHarness<String> testHarness =
				new AbstractStreamOperatorTestHarness<>(consumerOperator, 1, 1, 0);

		testHarness.setTimeCharacteristic(TimeCharacteristic.ProcessingTime);

		testHarness.setup();
		testHarness.open();

		final Throwable[] error = new Throwable[1];

		// run the source asynchronously
		Thread runner = new Thread() {
			@Override
			public void run() {
				try {
					consumerFunction.run(new DummySourceContext() {
						@Override
						public void collect(String element) {

						}
					});
				}
				catch (Throwable t) {
					t.printStackTrace();
					error[0] = t;
				}
			}
		};
		runner.start();

		if (!latch.isTriggered()) {
			latch.await();
		}

		final OperatorSubtaskState snapshot;
		synchronized (testHarness.getCheckpointLock()) {
			snapshot = testHarness.snapshot(0L, 0L);
		}

		OperatorSnapshotUtil.writeStateHandle(snapshot, path);

		consumerOperator.close();
		runner.join();
	}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeSessionWindowsWithCountTriggerSnapshot() throws Exception {
	final int sessionSize = 3;

	ListStateDescriptor<Tuple2<String, Integer>> stateDesc = new ListStateDescriptor<>("window-contents",
			STRING_INT_TUPLE.createSerializer(new ExecutionConfig()));

	WindowOperator<String, Tuple2<String, Integer>, Iterable<Tuple2<String, Integer>>, Tuple3<String, Long, Long>, TimeWindow> operator = new WindowOperator<>(
			EventTimeSessionWindows.withGap(Time.seconds(sessionSize)),
			new TimeWindow.Serializer(),
			new TupleKeySelector<String>(),
			BasicTypeInfo.STRING_TYPE_INFO.createSerializer(new ExecutionConfig()),
			stateDesc,
			new InternalIterableWindowFunction<>(new SessionWindowFunction()),
			PurgingTrigger.of(CountTrigger.of(4)),
			0,
			null /* late data output tag */);

	OneInputStreamOperatorTestHarness<Tuple2<String, Integer>, Tuple3<String, Long, Long>> testHarness =
			new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), BasicTypeInfo.STRING_TYPE_INFO);

	testHarness.setup();
	testHarness.open();

	// add elements out-of-order
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 0));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 2), 1000));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 3), 2500));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 4), 3500));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1), 10));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 2), 1000));

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0L, 0L);

	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-session-with-stateful-trigger-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeReducingProcessingTimeWindowsSnapshot() throws Exception {
	final int windowSize = 3;

	ReducingStateDescriptor<Tuple2<String, Integer>> stateDesc = new ReducingStateDescriptor<>("window-contents",
			new SumReducer<>(),
			STRING_INT_TUPLE.createSerializer(new ExecutionConfig()));

	WindowOperator<String, Tuple2<String, Integer>, Tuple2<String, Integer>, Tuple2<String, Integer>, TimeWindow> operator = new WindowOperator<>(
			TumblingProcessingTimeWindows.of(Time.of(windowSize, TimeUnit.SECONDS)),
			new TimeWindow.Serializer(),
			new TupleKeySelector<>(),
			BasicTypeInfo.STRING_TYPE_INFO.createSerializer(new ExecutionConfig()),
			stateDesc,
			new InternalSingleValueWindowFunction<>(new PassThroughWindowFunction<String, TimeWindow, Tuple2<String, Integer>>()),
			ProcessingTimeTrigger.create(),
			0,
			null /* late data output tag */);

	ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();

	OneInputStreamOperatorTestHarness<Tuple2<String, Integer>, Tuple2<String, Integer>> testHarness =
			new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), BasicTypeInfo.STRING_TYPE_INFO);

	testHarness.setup();
	testHarness.open();

	testHarness.setProcessingTime(10);
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1)));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1)));

	testHarness.setProcessingTime(3010);
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1)));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key3", 1)));

	expectedOutput.add(new StreamRecord<>(new Tuple2<>("key1", 1), 2999));
	expectedOutput.add(new StreamRecord<>(new Tuple2<>("key2", 1), 2999));

	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0, 0);
	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-reduce-processing-time-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();

}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeApplyEventTimeWindowsSnapshot() throws Exception {
	final int windowSize = 3;

	ListStateDescriptor<Tuple2<String, Integer>> stateDesc = new ListStateDescriptor<>("window-contents",
			STRING_INT_TUPLE.createSerializer(new ExecutionConfig()));

	WindowOperator<String, Tuple2<String, Integer>, Iterable<Tuple2<String, Integer>>, Tuple2<String, Integer>, TimeWindow> operator = new WindowOperator<>(
			TumblingEventTimeWindows.of(Time.of(windowSize, TimeUnit.SECONDS)),
			new TimeWindow.Serializer(),
			new TupleKeySelector<>(),
			BasicTypeInfo.STRING_TYPE_INFO.createSerializer(new ExecutionConfig()),
			stateDesc,
			new InternalIterableWindowFunction<>(new RichSumReducer<TimeWindow>()),
			EventTimeTrigger.create(),
			0,
			null /* late data output tag */);

	ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();

	OneInputStreamOperatorTestHarness<Tuple2<String, Integer>, Tuple2<String, Integer>> testHarness =
			new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), BasicTypeInfo.STRING_TYPE_INFO);

	testHarness.setup();
	testHarness.open();

	// add elements out-of-order
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 3999));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 3000));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1), 20));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1), 0));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1), 999));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 1998));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 1999));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 1000));

	testHarness.processWatermark(new Watermark(999));
	expectedOutput.add(new Watermark(999));
	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	testHarness.processWatermark(new Watermark(1999));
	expectedOutput.add(new Watermark(1999));
	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0, 0);
	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-apply-event-time-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeAfterBranchingPatternSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent = new Event(42, "start", 1.0);
	final SubEvent middleEvent1 = new SubEvent(42, "foo1", 1.0, 10.0);
	final SubEvent middleEvent2 = new SubEvent(42, "foo2", 2.0, 10.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
			new KeyedOneInputStreamOperatorTestHarness<>(
				getKeyedCepOpearator(false, new NFAFactory()),
					keySelector,
					BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();

		harness.processElement(new StreamRecord<Event>(startEvent, 1));
		harness.processElement(new StreamRecord<Event>(new Event(42, "foobar", 1.0), 2));
		harness
			.processElement(new StreamRecord<Event>(new SubEvent(42, "barfoo", 1.0, 5.0), 3));
		harness.processElement(new StreamRecord<Event>(middleEvent1, 2));
		harness.processElement(new StreamRecord<Event>(middleEvent2, 3));

		harness.processWatermark(new Watermark(5));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-after-branching-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeReducingProcessingTimeWindowsSnapshot() throws Exception {
	final int windowSize = 3;

	ReducingStateDescriptor<Tuple2<String, Integer>> stateDesc = new ReducingStateDescriptor<>("window-contents",
			new SumReducer<>(),
			STRING_INT_TUPLE.createSerializer(new ExecutionConfig()));

	WindowOperator<String, Tuple2<String, Integer>, Tuple2<String, Integer>, Tuple2<String, Integer>, TimeWindow> operator = new WindowOperator<>(
			TumblingProcessingTimeWindows.of(Time.of(windowSize, TimeUnit.SECONDS)),
			new TimeWindow.Serializer(),
			new TupleKeySelector<>(),
			BasicTypeInfo.STRING_TYPE_INFO.createSerializer(new ExecutionConfig()),
			stateDesc,
			new InternalSingleValueWindowFunction<>(new PassThroughWindowFunction<String, TimeWindow, Tuple2<String, Integer>>()),
			ProcessingTimeTrigger.create(),
			0,
			null /* late data output tag */);

	ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();

	OneInputStreamOperatorTestHarness<Tuple2<String, Integer>, Tuple2<String, Integer>> testHarness =
			new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), BasicTypeInfo.STRING_TYPE_INFO);

	testHarness.setup();
	testHarness.open();

	testHarness.setProcessingTime(10);
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1)));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1)));

	testHarness.setProcessingTime(3010);
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1)));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key3", 1)));

	expectedOutput.add(new StreamRecord<>(new Tuple2<>("key1", 1), 2999));
	expectedOutput.add(new StreamRecord<>(new Tuple2<>("key2", 1), 2999));

	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0, 0);
	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-reduce-processing-time-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();

}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeSessionWindowsWithCountTriggerSnapshot() throws Exception {
	final int sessionSize = 3;

	ListStateDescriptor<Tuple2<String, Integer>> stateDesc = new ListStateDescriptor<>("window-contents",
			STRING_INT_TUPLE.createSerializer(new ExecutionConfig()));

	WindowOperator<String, Tuple2<String, Integer>, Iterable<Tuple2<String, Integer>>, Tuple3<String, Long, Long>, TimeWindow> operator = new WindowOperator<>(
			EventTimeSessionWindows.withGap(Time.seconds(sessionSize)),
			new TimeWindow.Serializer(),
			new TupleKeySelector<String>(),
			BasicTypeInfo.STRING_TYPE_INFO.createSerializer(new ExecutionConfig()),
			stateDesc,
			new InternalIterableWindowFunction<>(new SessionWindowFunction()),
			PurgingTrigger.of(CountTrigger.of(4)),
			0,
			null /* late data output tag */);

	OneInputStreamOperatorTestHarness<Tuple2<String, Integer>, Tuple3<String, Long, Long>> testHarness =
			new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), BasicTypeInfo.STRING_TYPE_INFO);

	testHarness.setup();
	testHarness.open();

	// add elements out-of-order
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 1), 0));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 2), 1000));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 3), 2500));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key2", 4), 3500));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 1), 10));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>("key1", 2), 1000));

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0L, 0L);

	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-session-with-stateful-trigger-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data. Remove @Ignore to run.
 */
@Ignore
@Test
public void writeMonitoringSourceSnapshot() throws Exception {

	File testFolder = tempFolder.newFolder();

	long fileModTime = Long.MIN_VALUE;
	for (int i = 0; i < 1; i++) {
		Tuple2<File, String> file = createFileAndFillWithData(testFolder, "file", i, "This is test line.");
		fileModTime = file.f0.lastModified();
	}

	TextInputFormat format = new TextInputFormat(new Path(testFolder.getAbsolutePath()));

	final ContinuousFileMonitoringFunction<String> monitoringFunction =
		new ContinuousFileMonitoringFunction<>(format, FileProcessingMode.PROCESS_CONTINUOUSLY, 1, INTERVAL);

	StreamSource<TimestampedFileInputSplit, ContinuousFileMonitoringFunction<String>> src =
		new StreamSource<>(monitoringFunction);

	final AbstractStreamOperatorTestHarness<TimestampedFileInputSplit> testHarness =
			new AbstractStreamOperatorTestHarness<>(src, 1, 1, 0);

	testHarness.open();

	final Throwable[] error = new Throwable[1];

	final OneShotLatch latch = new OneShotLatch();

	// run the source asynchronously
	Thread runner = new Thread() {
		@Override
		public void run() {
			try {
				monitoringFunction.run(new DummySourceContext() {
					@Override
					public void collect(TimestampedFileInputSplit element) {
						latch.trigger();
					}

					@Override
					public void markAsTemporarilyIdle() {

					}
				});
			}
			catch (Throwable t) {
				t.printStackTrace();
				error[0] = t;
			}
		}
	};
	runner.start();

	if (!latch.isTriggered()) {
		latch.await();
	}

	final OperatorSubtaskState snapshot;
	synchronized (testHarness.getCheckpointLock()) {
		snapshot = testHarness.snapshot(0L, 0L);
	}

	OperatorSnapshotUtil.writeStateHandle(
			snapshot,
			"src/test/resources/monitoring-function-migration-test-" + fileModTime + "-flink" + flinkGenerateSavepointVersion + "-snapshot");

	monitoringFunction.cancel();
	runner.join();

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data. Remove @Ignore to run.
 */
@Ignore
@Test
public void writeReaderSnapshot() throws Exception {

	File testFolder = tempFolder.newFolder();

	TimestampedFileInputSplit split1 =
			new TimestampedFileInputSplit(0, 3, new Path("test/test1"), 0, 100, null);

	TimestampedFileInputSplit split2 =
			new TimestampedFileInputSplit(10, 2, new Path("test/test2"), 101, 200, null);

	TimestampedFileInputSplit split3 =
			new TimestampedFileInputSplit(10, 1, new Path("test/test2"), 0, 100, null);

	TimestampedFileInputSplit split4 =
			new TimestampedFileInputSplit(11, 0, new Path("test/test3"), 0, 100, null);

	// this always blocks to ensure that the reader doesn't to any actual processing so that
	// we keep the state for the four splits
	final OneShotLatch blockingLatch = new OneShotLatch();
	BlockingFileInputFormat format = new BlockingFileInputFormat(blockingLatch, new Path(testFolder.getAbsolutePath()));

	TypeInformation<FileInputSplit> typeInfo = TypeExtractor.getInputFormatTypes(format);
	ContinuousFileReaderOperator<FileInputSplit> initReader = new ContinuousFileReaderOperator<>(
			format);
	initReader.setOutputType(typeInfo, new ExecutionConfig());
	OneInputStreamOperatorTestHarness<TimestampedFileInputSplit, FileInputSplit> testHarness =
			new OneInputStreamOperatorTestHarness<>(initReader);
	testHarness.setTimeCharacteristic(TimeCharacteristic.EventTime);
	testHarness.open();
	// create some state in the reader
	testHarness.processElement(new StreamRecord<>(split1));
	testHarness.processElement(new StreamRecord<>(split2));
	testHarness.processElement(new StreamRecord<>(split3));
	testHarness.processElement(new StreamRecord<>(split4));
	// take a snapshot of the operator's state. This will be used
	// to initialize another reader and compare the results of the
	// two operators.

	final OperatorSubtaskState snapshot;
	synchronized (testHarness.getCheckpointLock()) {
		snapshot = testHarness.snapshot(0L, 0L);
	}

	OperatorSnapshotUtil.writeStateHandle(snapshot, "src/test/resources/reader-migration-test-flink" + flinkGenerateSavepointVersion + "-snapshot");
}
 

/**
 * Manually run this to write binary snapshot data. Remove @Ignore to run.
 */
@Ignore
@Test
public void writeMonitoringSourceSnapshot() throws Exception {

	File testFolder = tempFolder.newFolder();

	long fileModTime = Long.MIN_VALUE;
	for (int i = 0; i < 1; i++) {
		Tuple2<File, String> file = createFileAndFillWithData(testFolder, "file", i, "This is test line.");
		fileModTime = file.f0.lastModified();
	}

	TextInputFormat format = new TextInputFormat(new Path(testFolder.getAbsolutePath()));

	final ContinuousFileMonitoringFunction<String> monitoringFunction =
		new ContinuousFileMonitoringFunction<>(format, FileProcessingMode.PROCESS_CONTINUOUSLY, 1, INTERVAL);

	StreamSource<TimestampedFileInputSplit, ContinuousFileMonitoringFunction<String>> src =
		new StreamSource<>(monitoringFunction);

	final AbstractStreamOperatorTestHarness<TimestampedFileInputSplit> testHarness =
			new AbstractStreamOperatorTestHarness<>(src, 1, 1, 0);

	testHarness.open();

	final Throwable[] error = new Throwable[1];

	final OneShotLatch latch = new OneShotLatch();

	// run the source asynchronously
	Thread runner = new Thread() {
		@Override
		public void run() {
			try {
				monitoringFunction.run(new DummySourceContext() {
					@Override
					public void collect(TimestampedFileInputSplit element) {
						latch.trigger();
					}

					@Override
					public void markAsTemporarilyIdle() {

					}
				});
			}
			catch (Throwable t) {
				t.printStackTrace();
				error[0] = t;
			}
		}
	};
	runner.start();

	if (!latch.isTriggered()) {
		latch.await();
	}

	final OperatorSubtaskState snapshot;
	synchronized (testHarness.getCheckpointLock()) {
		snapshot = testHarness.snapshot(0L, 0L);
	}

	OperatorSnapshotUtil.writeStateHandle(
			snapshot,
			"src/test/resources/monitoring-function-migration-test-" + fileModTime + "-flink" + flinkGenerateSavepointVersion + "-snapshot");

	monitoringFunction.cancel();
	runner.join();

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeWindowsWithKryoSerializedKeysSnapshot() throws Exception {
	final int windowSize = 3;

	TypeInformation<Tuple2<NonPojoType, Integer>> inputType = new TypeHint<Tuple2<NonPojoType, Integer>>() {}.getTypeInfo();

	ReducingStateDescriptor<Tuple2<NonPojoType, Integer>> stateDesc = new ReducingStateDescriptor<>("window-contents",
		new SumReducer<>(),
		inputType.createSerializer(new ExecutionConfig()));

	TypeSerializer<NonPojoType> keySerializer = TypeInformation.of(NonPojoType.class).createSerializer(new ExecutionConfig());
	assertTrue(keySerializer instanceof KryoSerializer);

	WindowOperator<NonPojoType, Tuple2<NonPojoType, Integer>, Tuple2<NonPojoType, Integer>, Tuple2<NonPojoType, Integer>, TimeWindow> operator = new WindowOperator<>(
		TumblingEventTimeWindows.of(Time.of(windowSize, TimeUnit.SECONDS)),
		new TimeWindow.Serializer(),
		new TupleKeySelector<>(),
		keySerializer,
		stateDesc,
		new InternalSingleValueWindowFunction<>(new PassThroughWindowFunction<>()),
		EventTimeTrigger.create(),
		0,
		null /* late data output tag */);

	ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();

	OneInputStreamOperatorTestHarness<Tuple2<NonPojoType, Integer>, Tuple2<NonPojoType, Integer>> testHarness =
		new KeyedOneInputStreamOperatorTestHarness<>(operator, new TupleKeySelector<>(), TypeInformation.of(NonPojoType.class));

	testHarness.setup();
	testHarness.open();

	// add elements out-of-order
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key2"), 1), 3999));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key2"), 1), 3000));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key1"), 1), 20));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key1"), 1), 0));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key1"), 1), 999));

	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key2"), 1), 1998));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key2"), 1), 1999));
	testHarness.processElement(new StreamRecord<>(new Tuple2<>(new NonPojoType("key2"), 1), 1000));

	testHarness.processWatermark(new Watermark(999));
	expectedOutput.add(new Watermark(999));
	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	testHarness.processWatermark(new Watermark(1999));
	expectedOutput.add(new Watermark(1999));
	TestHarnessUtil.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput(), new Tuple2ResultSortComparator<>());

	// do snapshot and save to file
	OperatorSubtaskState snapshot = testHarness.snapshot(0, 0);
	OperatorSnapshotUtil.writeStateHandle(
		snapshot,
		"src/test/resources/win-op-migration-test-kryo-serialized-key-flink" + flinkGenerateSavepointVersion + "-snapshot");

	testHarness.close();
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeStartingNewPatternAfterMigrationSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent1 = new Event(42, "start", 1.0);
	final SubEvent middleEvent1 = new SubEvent(42, "foo1", 1.0, 10.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
			new KeyedOneInputStreamOperatorTestHarness<>(
				getKeyedCepOpearator(false, new NFAFactory()),
					keySelector,
					BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();
		harness.processElement(new StreamRecord<Event>(startEvent1, 1));
		harness.processElement(new StreamRecord<Event>(new Event(42, "foobar", 1.0), 2));
		harness
			.processElement(new StreamRecord<Event>(new SubEvent(42, "barfoo", 1.0, 5.0), 3));
		harness.processElement(new StreamRecord<Event>(middleEvent1, 2));
		harness.processWatermark(new Watermark(5));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-starting-new-pattern-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

/**
 * Manually run this to write binary snapshot data.
 */
@Ignore
@Test
public void writeAfterBranchingPatternSnapshot() throws Exception {

	KeySelector<Event, Integer> keySelector = new KeySelector<Event, Integer>() {
		private static final long serialVersionUID = -4873366487571254798L;

		@Override
		public Integer getKey(Event value) throws Exception {
			return value.getId();
		}
	};

	final Event startEvent = new Event(42, "start", 1.0);
	final SubEvent middleEvent1 = new SubEvent(42, "foo1", 1.0, 10.0);
	final SubEvent middleEvent2 = new SubEvent(42, "foo2", 2.0, 10.0);

	OneInputStreamOperatorTestHarness<Event, Map<String, List<Event>>> harness =
			new KeyedOneInputStreamOperatorTestHarness<>(
				getKeyedCepOpearator(false, new NFAFactory()),
					keySelector,
					BasicTypeInfo.INT_TYPE_INFO);

	try {
		harness.setup();
		harness.open();

		harness.processElement(new StreamRecord<Event>(startEvent, 1));
		harness.processElement(new StreamRecord<Event>(new Event(42, "foobar", 1.0), 2));
		harness
			.processElement(new StreamRecord<Event>(new SubEvent(42, "barfoo", 1.0, 5.0), 3));
		harness.processElement(new StreamRecord<Event>(middleEvent1, 2));
		harness.processElement(new StreamRecord<Event>(middleEvent2, 3));

		harness.processWatermark(new Watermark(5));

		// do snapshot and save to file
		OperatorSubtaskState snapshot = harness.snapshot(0L, 0L);
		OperatorSnapshotUtil.writeStateHandle(snapshot,
			"src/test/resources/cep-migration-after-branching-flink" + flinkGenerateSavepointVersion + "-snapshot");
	} finally {
		harness.close();
	}
}
 

@SuppressWarnings("unchecked")
private void writeSnapshot(String path, HashMap<StreamShardMetadata, SequenceNumber> state) throws Exception {
	final TestFetcher<String> fetcher = new TestFetcher<>(
		Collections.singletonList(TEST_STREAM_NAME),
		new TestSourceContext<>(),
		new TestRuntimeContext(true, 1, 0),
		new Properties(),
		new KinesisDeserializationSchemaWrapper<>(new SimpleStringSchema()),
		state,
		null);

	final DummyFlinkKinesisConsumer<String> consumer = new DummyFlinkKinesisConsumer<>(
		fetcher, new KinesisDeserializationSchemaWrapper<>(new SimpleStringSchema()));

	StreamSource<String, DummyFlinkKinesisConsumer<String>> consumerOperator = new StreamSource<>(consumer);

	final AbstractStreamOperatorTestHarness<String> testHarness =
			new AbstractStreamOperatorTestHarness<>(consumerOperator, 1, 1, 0);

	testHarness.setTimeCharacteristic(TimeCharacteristic.ProcessingTime);

	testHarness.setup();
	testHarness.open();

	final AtomicReference<Throwable> error = new AtomicReference<>();

	// run the source asynchronously
	Thread runner = new Thread() {
		@Override
		public void run() {
			try {
				consumer.run(new TestSourceContext<>());
			} catch (Throwable t) {
				t.printStackTrace();
				error.set(t);
			}
		}
	};
	runner.start();

	fetcher.waitUntilRun();

	final OperatorSubtaskState snapshot;
	synchronized (testHarness.getCheckpointLock()) {
		snapshot = testHarness.snapshot(0L, 0L);
	}

	OperatorSnapshotUtil.writeStateHandle(snapshot, path);

	consumerOperator.close();
	runner.join();
}