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Example 6 with UnregisteredMetricsGroup

use of org.apache.flink.metrics.groups.UnregisteredMetricsGroup in project flink by apache.

the class Kafka010FetcherTest method ensureOffsetsGetCommitted.

@Test
public void ensureOffsetsGetCommitted() throws Exception {
    // test data
    final KafkaTopicPartition testPartition1 = new KafkaTopicPartition("test", 42);
    final KafkaTopicPartition testPartition2 = new KafkaTopicPartition("another", 99);
    final Map<KafkaTopicPartition, Long> testCommitData1 = new HashMap<>();
    testCommitData1.put(testPartition1, 11L);
    testCommitData1.put(testPartition2, 18L);
    final Map<KafkaTopicPartition, Long> testCommitData2 = new HashMap<>();
    testCommitData2.put(testPartition1, 19L);
    testCommitData2.put(testPartition2, 28L);
    final BlockingQueue<Map<TopicPartition, OffsetAndMetadata>> commitStore = new LinkedBlockingQueue<>();
    // ----- the mock consumer with poll(), wakeup(), and commit(A)sync calls ----
    final MultiShotLatch blockerLatch = new MultiShotLatch();
    KafkaConsumer<?, ?> mockConsumer = mock(KafkaConsumer.class);
    when(mockConsumer.poll(anyLong())).thenAnswer(new Answer<ConsumerRecords<?, ?>>() {

        @Override
        public ConsumerRecords<?, ?> answer(InvocationOnMock invocation) throws InterruptedException {
            blockerLatch.await();
            return ConsumerRecords.empty();
        }
    });
    doAnswer(new Answer<Void>() {

        @Override
        public Void answer(InvocationOnMock invocation) {
            blockerLatch.trigger();
            return null;
        }
    }).when(mockConsumer).wakeup();
    doAnswer(new Answer<Void>() {

        @Override
        public Void answer(InvocationOnMock invocation) {
            @SuppressWarnings("unchecked") Map<TopicPartition, OffsetAndMetadata> offsets = (Map<TopicPartition, OffsetAndMetadata>) invocation.getArguments()[0];
            OffsetCommitCallback callback = (OffsetCommitCallback) invocation.getArguments()[1];
            commitStore.add(offsets);
            callback.onComplete(offsets, null);
            return null;
        }
    }).when(mockConsumer).commitAsync(Mockito.<Map<TopicPartition, OffsetAndMetadata>>any(), any(OffsetCommitCallback.class));
    // make sure the fetcher creates the mock consumer
    whenNew(KafkaConsumer.class).withAnyArguments().thenReturn(mockConsumer);
    // ----- create the test fetcher -----
    @SuppressWarnings("unchecked") SourceContext<String> sourceContext = mock(SourceContext.class);
    Map<KafkaTopicPartition, Long> partitionsWithInitialOffsets = Collections.singletonMap(new KafkaTopicPartition("test", 42), KafkaTopicPartitionStateSentinel.GROUP_OFFSET);
    KeyedDeserializationSchema<String> schema = new KeyedDeserializationSchemaWrapper<>(new SimpleStringSchema());
    final Kafka010Fetcher<String> fetcher = new Kafka010Fetcher<>(sourceContext, partitionsWithInitialOffsets, null, /* periodic assigner */
    null, /* punctuated assigner */
    new TestProcessingTimeService(), 10, getClass().getClassLoader(), "taskname-with-subtask", new UnregisteredMetricsGroup(), schema, new Properties(), 0L, false);
    // ----- run the fetcher -----
    final AtomicReference<Throwable> error = new AtomicReference<>();
    final Thread fetcherRunner = new Thread("fetcher runner") {

        @Override
        public void run() {
            try {
                fetcher.runFetchLoop();
            } catch (Throwable t) {
                error.set(t);
            }
        }
    };
    fetcherRunner.start();
    // ----- trigger the first offset commit -----
    fetcher.commitInternalOffsetsToKafka(testCommitData1);
    Map<TopicPartition, OffsetAndMetadata> result1 = commitStore.take();
    for (Entry<TopicPartition, OffsetAndMetadata> entry : result1.entrySet()) {
        TopicPartition partition = entry.getKey();
        if (partition.topic().equals("test")) {
            assertEquals(42, partition.partition());
            assertEquals(12L, entry.getValue().offset());
        } else if (partition.topic().equals("another")) {
            assertEquals(99, partition.partition());
            assertEquals(18L, entry.getValue().offset());
        }
    }
    // ----- trigger the second offset commit -----
    fetcher.commitInternalOffsetsToKafka(testCommitData2);
    Map<TopicPartition, OffsetAndMetadata> result2 = commitStore.take();
    for (Entry<TopicPartition, OffsetAndMetadata> entry : result2.entrySet()) {
        TopicPartition partition = entry.getKey();
        if (partition.topic().equals("test")) {
            assertEquals(42, partition.partition());
            assertEquals(20L, entry.getValue().offset());
        } else if (partition.topic().equals("another")) {
            assertEquals(99, partition.partition());
            assertEquals(28L, entry.getValue().offset());
        }
    }
    // ----- test done, wait till the fetcher is done for a clean shutdown -----
    fetcher.cancel();
    fetcherRunner.join();
    // check that there were no errors in the fetcher
    final Throwable caughtError = error.get();
    if (caughtError != null && !(caughtError instanceof Handover.ClosedException)) {
        throw new Exception("Exception in the fetcher", caughtError);
    }
}
Also used : UnregisteredMetricsGroup(org.apache.flink.metrics.groups.UnregisteredMetricsGroup) HashMap(java.util.HashMap) MultiShotLatch(org.apache.flink.core.testutils.MultiShotLatch) KafkaTopicPartition(org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition) LinkedBlockingQueue(java.util.concurrent.LinkedBlockingQueue) Properties(java.util.Properties) ConsumerRecords(org.apache.kafka.clients.consumer.ConsumerRecords) KeyedDeserializationSchemaWrapper(org.apache.flink.streaming.util.serialization.KeyedDeserializationSchemaWrapper) OffsetAndMetadata(org.apache.kafka.clients.consumer.OffsetAndMetadata) Handover(org.apache.flink.streaming.connectors.kafka.internal.Handover) AtomicReference(java.util.concurrent.atomic.AtomicReference) KafkaConsumerThread(org.apache.flink.streaming.connectors.kafka.internal.KafkaConsumerThread) InvocationOnMock(org.mockito.invocation.InvocationOnMock) TopicPartition(org.apache.kafka.common.TopicPartition) KafkaTopicPartition(org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition) Mockito.anyLong(org.mockito.Mockito.anyLong) SimpleStringSchema(org.apache.flink.streaming.util.serialization.SimpleStringSchema) TestProcessingTimeService(org.apache.flink.streaming.runtime.tasks.TestProcessingTimeService) HashMap(java.util.HashMap) Map(java.util.Map) OffsetCommitCallback(org.apache.kafka.clients.consumer.OffsetCommitCallback) Kafka010Fetcher(org.apache.flink.streaming.connectors.kafka.internal.Kafka010Fetcher) PrepareForTest(org.powermock.core.classloader.annotations.PrepareForTest) Test(org.junit.Test)

Example 7 with UnregisteredMetricsGroup

use of org.apache.flink.metrics.groups.UnregisteredMetricsGroup in project flink by apache.

the class Kafka09FetcherTest method testCommitDoesNotBlock.

@Test
public void testCommitDoesNotBlock() throws Exception {
    // test data
    final KafkaTopicPartition testPartition = new KafkaTopicPartition("test", 42);
    final Map<KafkaTopicPartition, Long> testCommitData = new HashMap<>();
    testCommitData.put(testPartition, 11L);
    // to synchronize when the consumer is in its blocking method
    final OneShotLatch sync = new OneShotLatch();
    // ----- the mock consumer with blocking poll calls ----
    final MultiShotLatch blockerLatch = new MultiShotLatch();
    KafkaConsumer<?, ?> mockConsumer = mock(KafkaConsumer.class);
    when(mockConsumer.poll(anyLong())).thenAnswer(new Answer<ConsumerRecords<?, ?>>() {

        @Override
        public ConsumerRecords<?, ?> answer(InvocationOnMock invocation) throws InterruptedException {
            sync.trigger();
            blockerLatch.await();
            return ConsumerRecords.empty();
        }
    });
    doAnswer(new Answer<Void>() {

        @Override
        public Void answer(InvocationOnMock invocation) {
            blockerLatch.trigger();
            return null;
        }
    }).when(mockConsumer).wakeup();
    // make sure the fetcher creates the mock consumer
    whenNew(KafkaConsumer.class).withAnyArguments().thenReturn(mockConsumer);
    // ----- create the test fetcher -----
    @SuppressWarnings("unchecked") SourceContext<String> sourceContext = mock(SourceContext.class);
    Map<KafkaTopicPartition, Long> partitionsWithInitialOffsets = Collections.singletonMap(new KafkaTopicPartition("test", 42), KafkaTopicPartitionStateSentinel.GROUP_OFFSET);
    KeyedDeserializationSchema<String> schema = new KeyedDeserializationSchemaWrapper<>(new SimpleStringSchema());
    final Kafka09Fetcher<String> fetcher = new Kafka09Fetcher<>(sourceContext, partitionsWithInitialOffsets, null, /* periodic watermark extractor */
    null, /* punctuated watermark extractor */
    new TestProcessingTimeService(), 10, /* watermark interval */
    this.getClass().getClassLoader(), "task_name", new UnregisteredMetricsGroup(), schema, new Properties(), 0L, false);
    // ----- run the fetcher -----
    final AtomicReference<Throwable> error = new AtomicReference<>();
    final Thread fetcherRunner = new Thread("fetcher runner") {

        @Override
        public void run() {
            try {
                fetcher.runFetchLoop();
            } catch (Throwable t) {
                error.set(t);
            }
        }
    };
    fetcherRunner.start();
    // wait until the fetcher has reached the method of interest
    sync.await();
    // ----- trigger the offset commit -----
    final AtomicReference<Throwable> commitError = new AtomicReference<>();
    final Thread committer = new Thread("committer runner") {

        @Override
        public void run() {
            try {
                fetcher.commitInternalOffsetsToKafka(testCommitData);
            } catch (Throwable t) {
                commitError.set(t);
            }
        }
    };
    committer.start();
    // ----- ensure that the committer finishes in time  -----
    committer.join(30000);
    assertFalse("The committer did not finish in time", committer.isAlive());
    // ----- test done, wait till the fetcher is done for a clean shutdown -----
    fetcher.cancel();
    fetcherRunner.join();
    // check that there were no errors in the fetcher
    final Throwable fetcherError = error.get();
    if (fetcherError != null && !(fetcherError instanceof Handover.ClosedException)) {
        throw new Exception("Exception in the fetcher", fetcherError);
    }
    final Throwable committerError = commitError.get();
    if (committerError != null) {
        throw new Exception("Exception in the committer", committerError);
    }
}
Also used : UnregisteredMetricsGroup(org.apache.flink.metrics.groups.UnregisteredMetricsGroup) HashMap(java.util.HashMap) MultiShotLatch(org.apache.flink.core.testutils.MultiShotLatch) KafkaTopicPartition(org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition) Properties(java.util.Properties) ConsumerRecords(org.apache.kafka.clients.consumer.ConsumerRecords) KeyedDeserializationSchemaWrapper(org.apache.flink.streaming.util.serialization.KeyedDeserializationSchemaWrapper) Handover(org.apache.flink.streaming.connectors.kafka.internal.Handover) OneShotLatch(org.apache.flink.core.testutils.OneShotLatch) AtomicReference(java.util.concurrent.atomic.AtomicReference) KafkaConsumerThread(org.apache.flink.streaming.connectors.kafka.internal.KafkaConsumerThread) Kafka09Fetcher(org.apache.flink.streaming.connectors.kafka.internal.Kafka09Fetcher) InvocationOnMock(org.mockito.invocation.InvocationOnMock) Mockito.anyLong(org.mockito.Mockito.anyLong) SimpleStringSchema(org.apache.flink.streaming.util.serialization.SimpleStringSchema) TestProcessingTimeService(org.apache.flink.streaming.runtime.tasks.TestProcessingTimeService) PrepareForTest(org.powermock.core.classloader.annotations.PrepareForTest) Test(org.junit.Test)

Example 8 with UnregisteredMetricsGroup

use of org.apache.flink.metrics.groups.UnregisteredMetricsGroup in project flink by apache.

the class Kafka09FetcherTest method testCancellationWhenEmitBlocks.

@Test
public void testCancellationWhenEmitBlocks() throws Exception {
    // ----- some test data -----
    final String topic = "test-topic";
    final int partition = 3;
    final byte[] payload = new byte[] { 1, 2, 3, 4 };
    final List<ConsumerRecord<byte[], byte[]>> records = Arrays.asList(new ConsumerRecord<byte[], byte[]>(topic, partition, 15, payload, payload), new ConsumerRecord<byte[], byte[]>(topic, partition, 16, payload, payload), new ConsumerRecord<byte[], byte[]>(topic, partition, 17, payload, payload));
    final Map<TopicPartition, List<ConsumerRecord<byte[], byte[]>>> data = new HashMap<>();
    data.put(new TopicPartition(topic, partition), records);
    final ConsumerRecords<byte[], byte[]> consumerRecords = new ConsumerRecords<>(data);
    // ----- the test consumer -----
    final KafkaConsumer<?, ?> mockConsumer = mock(KafkaConsumer.class);
    when(mockConsumer.poll(anyLong())).thenAnswer(new Answer<ConsumerRecords<?, ?>>() {

        @Override
        public ConsumerRecords<?, ?> answer(InvocationOnMock invocation) {
            return consumerRecords;
        }
    });
    whenNew(KafkaConsumer.class).withAnyArguments().thenReturn(mockConsumer);
    // ----- build a fetcher -----
    BlockingSourceContext<String> sourceContext = new BlockingSourceContext<>();
    Map<KafkaTopicPartition, Long> partitionsWithInitialOffsets = Collections.singletonMap(new KafkaTopicPartition(topic, partition), KafkaTopicPartitionStateSentinel.GROUP_OFFSET);
    KeyedDeserializationSchema<String> schema = new KeyedDeserializationSchemaWrapper<>(new SimpleStringSchema());
    final Kafka09Fetcher<String> fetcher = new Kafka09Fetcher<>(sourceContext, partitionsWithInitialOffsets, null, /* periodic watermark extractor */
    null, /* punctuated watermark extractor */
    new TestProcessingTimeService(), 10, /* watermark interval */
    this.getClass().getClassLoader(), "task_name", new UnregisteredMetricsGroup(), schema, new Properties(), 0L, false);
    // ----- run the fetcher -----
    final AtomicReference<Throwable> error = new AtomicReference<>();
    final Thread fetcherRunner = new Thread("fetcher runner") {

        @Override
        public void run() {
            try {
                fetcher.runFetchLoop();
            } catch (Throwable t) {
                error.set(t);
            }
        }
    };
    fetcherRunner.start();
    // wait until the thread started to emit records to the source context
    sourceContext.waitTillHasBlocker();
    // now we try to cancel the fetcher, including the interruption usually done on the task thread
    // once it has finished, there must be no more thread blocked on the source context
    fetcher.cancel();
    fetcherRunner.interrupt();
    fetcherRunner.join();
    assertFalse("fetcher threads did not properly finish", sourceContext.isStillBlocking());
}
Also used : UnregisteredMetricsGroup(org.apache.flink.metrics.groups.UnregisteredMetricsGroup) HashMap(java.util.HashMap) KafkaTopicPartition(org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition) Properties(java.util.Properties) ConsumerRecords(org.apache.kafka.clients.consumer.ConsumerRecords) KeyedDeserializationSchemaWrapper(org.apache.flink.streaming.util.serialization.KeyedDeserializationSchemaWrapper) List(java.util.List) AtomicReference(java.util.concurrent.atomic.AtomicReference) ConsumerRecord(org.apache.kafka.clients.consumer.ConsumerRecord) KafkaConsumerThread(org.apache.flink.streaming.connectors.kafka.internal.KafkaConsumerThread) Kafka09Fetcher(org.apache.flink.streaming.connectors.kafka.internal.Kafka09Fetcher) TopicPartition(org.apache.kafka.common.TopicPartition) KafkaTopicPartition(org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition) InvocationOnMock(org.mockito.invocation.InvocationOnMock) Mockito.anyLong(org.mockito.Mockito.anyLong) SimpleStringSchema(org.apache.flink.streaming.util.serialization.SimpleStringSchema) TestProcessingTimeService(org.apache.flink.streaming.runtime.tasks.TestProcessingTimeService) PrepareForTest(org.powermock.core.classloader.annotations.PrepareForTest) Test(org.junit.Test)

Example 9 with UnregisteredMetricsGroup

use of org.apache.flink.metrics.groups.UnregisteredMetricsGroup in project flink by apache.

the class BoltWrapperTest method testOpenSink.

@SuppressWarnings("unchecked")
@Test
public void testOpenSink() throws Exception {
    final StormConfig stormConfig = new StormConfig();
    final Configuration flinkConfig = new Configuration();
    final ExecutionConfig taskConfig = mock(ExecutionConfig.class);
    when(taskConfig.getGlobalJobParameters()).thenReturn(null).thenReturn(stormConfig).thenReturn(flinkConfig);
    final StreamingRuntimeContext taskContext = mock(StreamingRuntimeContext.class);
    when(taskContext.getExecutionConfig()).thenReturn(taskConfig);
    when(taskContext.getTaskName()).thenReturn("name");
    when(taskContext.getMetricGroup()).thenReturn(new UnregisteredMetricsGroup());
    final IRichBolt bolt = mock(IRichBolt.class);
    BoltWrapper<Object, Object> wrapper = new BoltWrapper<Object, Object>(bolt);
    wrapper.setup(createMockStreamTask(), new StreamConfig(new Configuration()), mock(Output.class));
    wrapper.open();
    verify(bolt).prepare(any(Map.class), any(TopologyContext.class), isNotNull(OutputCollector.class));
}
Also used : StormConfig(org.apache.flink.storm.util.StormConfig) IRichBolt(org.apache.storm.topology.IRichBolt) OutputCollector(org.apache.storm.task.OutputCollector) UnregisteredMetricsGroup(org.apache.flink.metrics.groups.UnregisteredMetricsGroup) UnmodifiableConfiguration(org.apache.flink.configuration.UnmodifiableConfiguration) Configuration(org.apache.flink.configuration.Configuration) StreamingRuntimeContext(org.apache.flink.streaming.api.operators.StreamingRuntimeContext) StreamConfig(org.apache.flink.streaming.api.graph.StreamConfig) ExecutionConfig(org.apache.flink.api.common.ExecutionConfig) Output(org.apache.flink.streaming.api.operators.Output) TopologyContext(org.apache.storm.task.TopologyContext) Map(java.util.Map) AbstractTest(org.apache.flink.storm.util.AbstractTest) PrepareForTest(org.powermock.core.classloader.annotations.PrepareForTest) Test(org.junit.Test)

Example 10 with UnregisteredMetricsGroup

use of org.apache.flink.metrics.groups.UnregisteredMetricsGroup in project flink by apache.

the class BoltWrapperTest method testOpen.

@SuppressWarnings("unchecked")
@Test
public void testOpen() throws Exception {
    // utility mocks
    final StormConfig stormConfig = new StormConfig();
    final Configuration flinkConfig = new Configuration();
    final ExecutionConfig taskConfig = mock(ExecutionConfig.class);
    when(taskConfig.getGlobalJobParameters()).thenReturn(null).thenReturn(stormConfig).thenReturn(flinkConfig);
    final StreamingRuntimeContext taskContext = mock(StreamingRuntimeContext.class);
    when(taskContext.getExecutionConfig()).thenReturn(taskConfig);
    when(taskContext.getTaskName()).thenReturn("name");
    when(taskContext.getMetricGroup()).thenReturn(new UnregisteredMetricsGroup());
    final SetupOutputFieldsDeclarer declarer = new SetupOutputFieldsDeclarer();
    declarer.declare(new Fields("dummy"));
    PowerMockito.whenNew(SetupOutputFieldsDeclarer.class).withNoArguments().thenReturn(declarer);
    // (1) open with no configuration
    {
        ExecutionConfig execConfig = mock(ExecutionConfig.class);
        when(execConfig.getGlobalJobParameters()).thenReturn(null);
        final IRichBolt bolt = mock(IRichBolt.class);
        BoltWrapper<Object, Object> wrapper = new BoltWrapper<Object, Object>(bolt);
        wrapper.setup(createMockStreamTask(execConfig), new StreamConfig(new Configuration()), mock(Output.class));
        wrapper.open();
        verify(bolt).prepare(any(Map.class), any(TopologyContext.class), any(OutputCollector.class));
    }
    // (2) open with a storm specific configuration
    {
        ExecutionConfig execConfig = mock(ExecutionConfig.class);
        when(execConfig.getGlobalJobParameters()).thenReturn(stormConfig);
        final IRichBolt bolt = mock(IRichBolt.class);
        BoltWrapper<Object, Object> wrapper = new BoltWrapper<Object, Object>(bolt);
        wrapper.setup(createMockStreamTask(execConfig), new StreamConfig(new Configuration()), mock(Output.class));
        wrapper.open();
        verify(bolt).prepare(same(stormConfig), any(TopologyContext.class), any(OutputCollector.class));
    }
    // (3) open with a flink config
    {
        final Configuration cfg = new Configuration();
        cfg.setString("foo", "bar");
        cfg.setInteger("the end (the int)", Integer.MAX_VALUE);
        ExecutionConfig execConfig = mock(ExecutionConfig.class);
        when(execConfig.getGlobalJobParameters()).thenReturn(new UnmodifiableConfiguration(cfg));
        TestDummyBolt testBolt = new TestDummyBolt();
        BoltWrapper<Object, Object> wrapper = new BoltWrapper<Object, Object>(testBolt);
        wrapper.setup(createMockStreamTask(execConfig), new StreamConfig(new Configuration()), mock(Output.class));
        wrapper.open();
        for (Entry<String, String> entry : cfg.toMap().entrySet()) {
            Assert.assertEquals(entry.getValue(), testBolt.config.get(entry.getKey()));
        }
    }
}
Also used : StormConfig(org.apache.flink.storm.util.StormConfig) IRichBolt(org.apache.storm.topology.IRichBolt) UnregisteredMetricsGroup(org.apache.flink.metrics.groups.UnregisteredMetricsGroup) UnmodifiableConfiguration(org.apache.flink.configuration.UnmodifiableConfiguration) Configuration(org.apache.flink.configuration.Configuration) StreamingRuntimeContext(org.apache.flink.streaming.api.operators.StreamingRuntimeContext) StreamConfig(org.apache.flink.streaming.api.graph.StreamConfig) ExecutionConfig(org.apache.flink.api.common.ExecutionConfig) Entry(java.util.Map.Entry) Fields(org.apache.storm.tuple.Fields) TestDummyBolt(org.apache.flink.storm.util.TestDummyBolt) UnmodifiableConfiguration(org.apache.flink.configuration.UnmodifiableConfiguration) AbstractTest(org.apache.flink.storm.util.AbstractTest) PrepareForTest(org.powermock.core.classloader.annotations.PrepareForTest) Test(org.junit.Test)

Aggregations

UnregisteredMetricsGroup (org.apache.flink.metrics.groups.UnregisteredMetricsGroup)50 Test (org.junit.Test)28 CloseableRegistry (org.apache.flink.core.fs.CloseableRegistry)17 JobVertexID (org.apache.flink.runtime.jobgraph.JobVertexID)15 JobID (org.apache.flink.api.common.JobID)14 KeyGroupRange (org.apache.flink.runtime.state.KeyGroupRange)14 HashMap (java.util.HashMap)11 TestProcessingTimeService (org.apache.flink.streaming.runtime.tasks.TestProcessingTimeService)10 MetricGroup (org.apache.flink.metrics.MetricGroup)9 MemoryStateBackend (org.apache.flink.runtime.state.memory.MemoryStateBackend)9 InvocationOnMock (org.mockito.invocation.InvocationOnMock)8 ExecutionConfig (org.apache.flink.api.common.ExecutionConfig)7 Configuration (org.apache.flink.configuration.Configuration)7 ExecutionJobVertex (org.apache.flink.runtime.executiongraph.ExecutionJobVertex)7 DummyEnvironment (org.apache.flink.runtime.operators.testutils.DummyEnvironment)7 PrepareForTest (org.powermock.core.classloader.annotations.PrepareForTest)7 ArrayList (java.util.ArrayList)6 List (java.util.List)6 Properties (java.util.Properties)6 ExecutionGraph (org.apache.flink.runtime.executiongraph.ExecutionGraph)6