Examples with WindowPane org.apache.samza.operators.windows.WindowPane used on opensource projects

Example 1 with WindowPane

use of org.apache.samza.operators.windows.WindowPane in project samza by apache.

the class TestWindowOperator method testTumblingWindowsAccumulatingMode.

@Test
public void testTumblingWindowsAccumulatingMode() throws Exception {
    StreamApplication sgb = new KeyedTumblingWindowStreamApplication(AccumulationMode.ACCUMULATING, Duration.ofSeconds(1), Triggers.repeat(Triggers.count(2)));
    List<WindowPane<Integer, Collection<IntegerEnvelope>>> windowPanes = new ArrayList<>();
    TestClock testClock = new TestClock();
    StreamOperatorTask task = new StreamOperatorTask(sgb, runner, testClock);
    task.init(config, taskContext);
    MessageCollector messageCollector = envelope -> windowPanes.add((WindowPane<Integer, Collection<IntegerEnvelope>>) envelope.getMessage());
    integers.forEach(n -> task.process(new IntegerEnvelope(n), messageCollector, taskCoordinator));
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 7);
    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(), 4);
    Assert.assertEquals(windowPanes.get(3).getKey().getKey(), new Integer(2));
    Assert.assertEquals((windowPanes.get(3).getMessage()).size(), 4);
}

Example 2 with WindowPane

use of org.apache.samza.operators.windows.WindowPane in project samza by apache.

the class TestOperatorSpecs method testCreateWindowOperatorWithRelaxedTypes.

@Test
public void testCreateWindowOperatorWithRelaxedTypes() throws Exception {
    Function<TestMessageEnvelope, String> keyExtractor = m -> m.getKey();
    FoldLeftFunction<TestMessageEnvelope, Integer> aggregator = (m, c) -> c + 1;
    Supplier<Integer> initialValue = () -> 0;
    //instantiate a window using reflection
    WindowInternal<TestInputMessageEnvelope, String, Integer> window = new WindowInternal(null, initialValue, aggregator, keyExtractor, null, WindowType.TUMBLING);
    MessageStreamImpl<WindowPane<String, Integer>> mockWndOut = mock(MessageStreamImpl.class);
    WindowOperatorSpec spec = OperatorSpecs.createWindowOperatorSpec(window, mockWndOut, 1);
    assertEquals(spec.getWindow(), window);
    assertEquals(spec.getWindow().getKeyExtractor(), keyExtractor);
    assertEquals(spec.getWindow().getFoldLeftFunction(), aggregator);
    // make sure that the functions with relaxed types work as expected
    TestInputMessageEnvelope inputMsg = new TestInputMessageEnvelope("test-input-key1", "test-value-1", 23456L, "input-id-1");
    assertEquals("test-input-key1", spec.getWindow().getKeyExtractor().apply(inputMsg));
    assertEquals(1, spec.getWindow().getFoldLeftFunction().apply(inputMsg, 0));
}

Example 3 with WindowPane

use of org.apache.samza.operators.windows.WindowPane in project samza by apache.

the class TestOperatorSpecs method testCreateWindowOperator.

@Test
public void testCreateWindowOperator() throws Exception {
    Function<TestMessageEnvelope, String> keyExtractor = m -> "globalkey";
    FoldLeftFunction<TestMessageEnvelope, Integer> aggregator = (m, c) -> c + 1;
    Supplier<Integer> initialValue = () -> 0;
    //instantiate a window using reflection
    WindowInternal window = new WindowInternal(null, initialValue, aggregator, keyExtractor, null, WindowType.TUMBLING);
    MessageStreamImpl<WindowPane<String, Integer>> mockWndOut = mock(MessageStreamImpl.class);
    WindowOperatorSpec spec = OperatorSpecs.<TestMessageEnvelope, String, Integer>createWindowOperatorSpec(window, mockWndOut, 1);
    assertEquals(spec.getWindow(), window);
    assertEquals(spec.getWindow().getKeyExtractor(), keyExtractor);
    assertEquals(spec.getWindow().getFoldLeftFunction(), aggregator);
}

Example 4 with WindowPane

use of org.apache.samza.operators.windows.WindowPane in project samza by apache.

the class TestWindowOperator method testSessionWindowsDiscardingMode.

@Test
public void testSessionWindowsDiscardingMode() throws Exception {
    OperatorSpecGraph sgb = this.getKeyedSessionWindowStreamGraph(AccumulationMode.DISCARDING, Duration.ofMillis(500)).getOperatorSpecGraph();
    TestClock testClock = new TestClock();
    List<WindowPane<Integer, Collection<IntegerEnvelope>>> windowPanes = new ArrayList<>();
    StreamOperatorTask task = new StreamOperatorTask(sgb, testClock);
    task.init(this.context);
    MessageCollector messageCollector = envelope -> windowPanes.add((WindowPane<Integer, Collection<IntegerEnvelope>>) envelope.getMessage());
    task.processAsync(new IntegerEnvelope(1), messageCollector, taskCoordinator, taskCallback);
    task.processAsync(new IntegerEnvelope(1), messageCollector, taskCoordinator, taskCallback);
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 1);
    Assert.assertEquals(windowPanes.get(0).getKey().getPaneId(), "1");
    Assert.assertEquals(windowPanes.get(0).getKey().getKey(), new Integer(1));
    task.processAsync(new IntegerEnvelope(2), messageCollector, taskCoordinator, taskCallback);
    task.processAsync(new IntegerEnvelope(2), messageCollector, taskCoordinator, taskCallback);
    task.processAsync(new IntegerEnvelope(3), messageCollector, taskCoordinator, taskCallback);
    task.processAsync(new IntegerEnvelope(3), messageCollector, taskCoordinator, taskCallback);
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 3);
    Assert.assertEquals(windowPanes.get(0).getKey().getPaneId(), "1");
    Assert.assertEquals(windowPanes.get(1).getKey().getPaneId(), "1001");
    Assert.assertEquals(windowPanes.get(2).getKey().getPaneId(), "1001");
    Assert.assertEquals((windowPanes.get(0).getMessage()).size(), 2);
    Assert.assertEquals((windowPanes.get(1).getMessage()).size(), 2);
    Assert.assertEquals((windowPanes.get(2).getMessage()).size(), 2);
    task.processAsync(new IntegerEnvelope(2), messageCollector, taskCoordinator, taskCallback);
    task.processAsync(new IntegerEnvelope(2), messageCollector, taskCoordinator, taskCallback);
    testClock.advanceTime(Duration.ofSeconds(1));
    task.window(messageCollector, taskCoordinator);
    Assert.assertEquals(windowPanes.size(), 4);
    Assert.assertEquals(windowPanes.get(3).getKey().getKey(), new Integer(2));
    Assert.assertEquals(windowPanes.get(3).getKey().getPaneId(), "2001");
    Assert.assertEquals((windowPanes.get(3).getMessage()).size(), 2);
}

Example 5 with WindowPane

use of org.apache.samza.operators.windows.WindowPane in project samza by apache.

the class TestWindowOperator method testTumblingWindowsAccumulatingMode.

@Test
public void testTumblingWindowsAccumulatingMode() throws Exception {
    OperatorSpecGraph sgb = this.getKeyedTumblingWindowStreamGraph(AccumulationMode.ACCUMULATING, 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(), 7);
    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(), 4);
    Assert.assertEquals(windowPanes.get(3).getKey().getKey(), new Integer(2));
    Assert.assertEquals((windowPanes.get(3).getMessage()).size(), 4);
}