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Example 26 with WindowPane

use of org.apache.samza.operators.windows.WindowPane 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));
}
Also used : StreamApplicationDescriptorImpl(org.apache.samza.application.descriptors.StreamApplicationDescriptorImpl) TaskModel(org.apache.samza.job.model.TaskModel) GenericInputDescriptor(org.apache.samza.system.descriptors.GenericInputDescriptor) OperatorSpecGraph(org.apache.samza.operators.OperatorSpecGraph) AccumulationMode(org.apache.samza.operators.windows.AccumulationMode) Duration(java.time.Duration) Map(java.util.Map) MapConfig(org.apache.samza.config.MapConfig) KV(org.apache.samza.operators.KV) TaskCallback(org.apache.samza.task.TaskCallback) ImmutableSet(com.google.common.collect.ImmutableSet) TaskName(org.apache.samza.container.TaskName) IncomingMessageEnvelope(org.apache.samza.system.IncomingMessageEnvelope) Collection(java.util.Collection) Triggers(org.apache.samza.operators.triggers.Triggers) Context(org.apache.samza.context.Context) List(java.util.List) TestClock(org.apache.samza.testUtils.TestClock) TestInMemoryStore(org.apache.samza.operators.impl.store.TestInMemoryStore) Config(org.apache.samza.config.Config) KVSerde(org.apache.samza.serializers.KVSerde) StreamApplication(org.apache.samza.application.StreamApplication) MetricsRegistryMap(org.apache.samza.metrics.MetricsRegistryMap) Mockito.mock(org.mockito.Mockito.mock) StreamOperatorTask(org.apache.samza.task.StreamOperatorTask) GenericSystemDescriptor(org.apache.samza.system.descriptors.GenericSystemDescriptor) HashMap(java.util.HashMap) Serde(org.apache.samza.serializers.Serde) SystemStreamPartition(org.apache.samza.system.SystemStreamPartition) ArrayList(java.util.ArrayList) MapFunction(org.apache.samza.operators.functions.MapFunction) WindowPane(org.apache.samza.operators.windows.WindowPane) Trigger(org.apache.samza.operators.triggers.Trigger) ImmutableList(com.google.common.collect.ImmutableList) MessageCollector(org.apache.samza.task.MessageCollector) FiringType(org.apache.samza.operators.triggers.FiringType) SystemStream(org.apache.samza.system.SystemStream) MockContext(org.apache.samza.context.MockContext) IntegerSerde(org.apache.samza.serializers.IntegerSerde) MessageStream(org.apache.samza.operators.MessageStream) Before(org.junit.Before) Windows(org.apache.samza.operators.windows.Windows) Partition(org.apache.samza.Partition) IOException(java.io.IOException) Test(org.junit.Test) Mockito.times(org.mockito.Mockito.times) Mockito.when(org.mockito.Mockito.when) TaskCoordinator(org.apache.samza.task.TaskCoordinator) Mockito.verify(org.mockito.Mockito.verify) OutgoingMessageEnvelope(org.apache.samza.system.OutgoingMessageEnvelope) TaskContextImpl(org.apache.samza.context.TaskContextImpl) Assert(org.junit.Assert) TimeSeriesKeySerde(org.apache.samza.operators.impl.store.TimeSeriesKeySerde) OperatorSpecGraph(org.apache.samza.operators.OperatorSpecGraph) StreamOperatorTask(org.apache.samza.task.StreamOperatorTask) ArrayList(java.util.ArrayList) WindowPane(org.apache.samza.operators.windows.WindowPane) IntegerSerde(org.apache.samza.serializers.IntegerSerde) TestClock(org.apache.samza.testUtils.TestClock) MessageCollector(org.apache.samza.task.MessageCollector) TimeSeriesKeySerde(org.apache.samza.operators.impl.store.TimeSeriesKeySerde) Test(org.junit.Test)

Aggregations

WindowPane (org.apache.samza.operators.windows.WindowPane)26 Duration (java.time.Duration)24 Windows (org.apache.samza.operators.windows.Windows)24 Collection (java.util.Collection)23 StreamApplication (org.apache.samza.application.StreamApplication)23 Config (org.apache.samza.config.Config)23 Test (org.junit.Test)23 Mockito.mock (org.mockito.Mockito.mock)23 Mockito.when (org.mockito.Mockito.when)23 ArrayList (java.util.ArrayList)22 List (java.util.List)22 Triggers (org.apache.samza.operators.triggers.Triggers)22 OutgoingMessageEnvelope (org.apache.samza.system.OutgoingMessageEnvelope)22 SystemStream (org.apache.samza.system.SystemStream)22 MessageCollector (org.apache.samza.task.MessageCollector)22 TaskCoordinator (org.apache.samza.task.TaskCoordinator)22 ImmutableList (com.google.common.collect.ImmutableList)21 AccumulationMode (org.apache.samza.operators.windows.AccumulationMode)21 ImmutableSet (com.google.common.collect.ImmutableSet)20 Partition (org.apache.samza.Partition)20