Examples with StreamOperatorTask org.apache.samza.task.StreamOperatorTask used on opensource projects

Example 31 with StreamOperatorTask

use of org.apache.samza.task.StreamOperatorTask in project samza by apache.

the class TestWindowOperator method testEndOfStreamFlushesWithEarlyTriggerFirings.

@Test
public void testEndOfStreamFlushesWithEarlyTriggerFirings() throws Exception {
    OperatorSpecGraph sgb = this.getTumblingWindowStreamGraph(AccumulationMode.DISCARDING, Duration.ofSeconds(1), Triggers.repeat(Triggers.count(2))).getOperatorSpecGraph();
    List<WindowPane<Integer, Collection<IntegerEnvelope>>> windowPanes = new ArrayList<>();
    TestClock testClock = new TestClock();
    StreamOperatorTask task = new StreamOperatorTask(sgb, testClock);
    task.init(this.context);
    MessageCollector messageCollector = envelope -> windowPanes.add((WindowPane<Integer, Collection<IntegerEnvelope>>) envelope.getMessage());
    Assert.assertEquals(windowPanes.size(), 0);
    List<Integer> integerList = ImmutableList.of(1, 2, 1, 2, 1);
    integerList.forEach(n -> task.processAsync(new IntegerEnvelope(n), messageCollector, taskCoordinator, taskCallback));
    // early triggers should emit (1,2) and (1,2) in the same window.
    Assert.assertEquals(windowPanes.size(), 2);
    testClock.advanceTime(Duration.ofSeconds(1));
    Assert.assertEquals(windowPanes.size(), 2);
    final IncomingMessageEnvelope endOfStream = IncomingMessageEnvelope.buildEndOfStreamEnvelope(new SystemStreamPartition("kafka", "integers", new Partition(0)));
    task.processAsync(endOfStream, messageCollector, taskCoordinator, taskCallback);
    // end of stream flushes the last entry (1)
    Assert.assertEquals(windowPanes.size(), 3);
    Assert.assertEquals((windowPanes.get(0).getMessage()).size(), 2);
    verify(taskCoordinator, times(1)).commit(TaskCoordinator.RequestScope.CURRENT_TASK);
    verify(taskCoordinator, times(1)).shutdown(TaskCoordinator.RequestScope.CURRENT_TASK);
}

Example 32 with StreamOperatorTask

use of org.apache.samza.task.StreamOperatorTask in project samza by apache.

the class TestWindowOperator method testTumblingWindowsDiscardingMode.

@Test
public void testTumblingWindowsDiscardingMode() throws Exception {
    OperatorSpecGraph sgb = this.getKeyedTumblingWindowStreamGraph(AccumulationMode.DISCARDING, Duration.ofSeconds(1), Triggers.repeat(Triggers.count(2))).getOperatorSpecGraph();
    List<WindowPane<Integer, Collection<IntegerEnvelope>>> windowPanes = new ArrayList<>();
    TestClock testClock = new TestClock();
    StreamOperatorTask task = new StreamOperatorTask(sgb, testClock);
    task.init(this.context);
    MessageCollector messageCollector = envelope -> windowPanes.add((WindowPane<Integer, Collection<IntegerEnvelope>>) envelope.getMessage());
    integers.forEach(n -> task.processAsync(new IntegerEnvelope(n), messageCollector, taskCoordinator, taskCallback));
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 5);
    Assert.assertEquals(windowPanes.get(0).getKey().getKey(), new Integer(1));
    Assert.assertEquals((windowPanes.get(0).getMessage()).size(), 2);
    Assert.assertEquals(windowPanes.get(1).getKey().getKey(), new Integer(2));
    Assert.assertEquals((windowPanes.get(1).getMessage()).size(), 2);
    Assert.assertEquals(windowPanes.get(2).getKey().getKey(), new Integer(1));
    Assert.assertEquals((windowPanes.get(2).getMessage()).size(), 2);
    Assert.assertEquals(windowPanes.get(3).getKey().getKey(), new Integer(2));
    Assert.assertEquals((windowPanes.get(3).getMessage()).size(), 2);
    Assert.assertEquals(windowPanes.get(4).getKey().getKey(), new Integer(3));
    Assert.assertEquals((windowPanes.get(4).getMessage()).size(), 1);
}

Example 33 with StreamOperatorTask

use of org.apache.samza.task.StreamOperatorTask in project samza by apache.

the class TestWindowOperator method testTumblingAggregatingWindowsDiscardingMode.

@Test
public void testTumblingAggregatingWindowsDiscardingMode() throws Exception {
    when(this.context.getTaskContext().getStore("jobName-jobId-window-w1")).thenReturn(new TestInMemoryStore<>(new TimeSeriesKeySerde(new IntegerSerde()), new IntegerSerde()));
    OperatorSpecGraph sgb = this.getAggregateTumblingWindowStreamGraph(AccumulationMode.DISCARDING, Duration.ofSeconds(1), Triggers.repeat(Triggers.count(2))).getOperatorSpecGraph();
    List<WindowPane<Integer, Integer>> windowPanes = new ArrayList<>();
    TestClock testClock = new TestClock();
    StreamOperatorTask task = new StreamOperatorTask(sgb, testClock);
    task.init(this.context);
    MessageCollector messageCollector = envelope -> windowPanes.add((WindowPane<Integer, Integer>) envelope.getMessage());
    integers.forEach(n -> task.processAsync(new IntegerEnvelope(n), messageCollector, taskCoordinator, taskCallback));
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 5);
    Assert.assertEquals(windowPanes.get(0).getMessage(), new Integer(2));
    Assert.assertEquals(windowPanes.get(1).getMessage(), new Integer(2));
    Assert.assertEquals(windowPanes.get(2).getMessage(), new Integer(2));
    Assert.assertEquals(windowPanes.get(3).getMessage(), new Integer(2));
    Assert.assertEquals(windowPanes.get(4).getMessage(), new Integer(1));
}

Example 34 with StreamOperatorTask

use of org.apache.samza.task.StreamOperatorTask in project samza by apache.

the class TestJoinOperator method joinNoMatch.

@Test
public void joinNoMatch() throws Exception {
    StreamApplicationDescriptorImpl streamAppDesc = this.getTestJoinStreamGraph(new TestJoinFunction());
    StreamOperatorTask sot = createStreamOperatorTask(new SystemClock(), streamAppDesc);
    List<Integer> output = new ArrayList<>();
    MessageCollector messageCollector = envelope -> output.add((Integer) envelope.getMessage());
    // push messages to first stream
    numbers.forEach(n -> sot.processAsync(new FirstStreamIME(n, n), messageCollector, taskCoordinator, taskCallback));
    // push messages to second stream with different keys
    numbers.forEach(n -> sot.processAsync(new SecondStreamIME(n + 100, n), messageCollector, taskCoordinator, taskCallback));
    assertTrue(output.isEmpty());
}

Example 35 with StreamOperatorTask

use of org.apache.samza.task.StreamOperatorTask in project samza by apache.

the class TestJoinOperator method join.

@Test
public void join() throws Exception {
    StreamApplicationDescriptorImpl streamAppDesc = this.getTestJoinStreamGraph(new TestJoinFunction());
    StreamOperatorTask sot = createStreamOperatorTask(new SystemClock(), streamAppDesc);
    List<Integer> output = new ArrayList<>();
    MessageCollector messageCollector = envelope -> output.add((Integer) envelope.getMessage());
    // push messages to first stream
    numbers.forEach(n -> sot.processAsync(new FirstStreamIME(n, n), messageCollector, taskCoordinator, taskCallback));
    // push messages to second stream with same keys
    numbers.forEach(n -> sot.processAsync(new SecondStreamIME(n, n), messageCollector, taskCoordinator, taskCallback));
    int outputSum = output.stream().reduce(0, (s, m) -> s + m);
    assertEquals(110, outputSum);
}