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Example 1 with TestInMemoryStore

use of org.apache.samza.operators.impl.store.TestInMemoryStore in project samza by apache.

the class TestJoinOperator method createStreamOperatorTask.

private StreamOperatorTask createStreamOperatorTask(Clock clock, StreamApplicationDescriptorImpl graphSpec) throws Exception {
    Map<String, String> mapConfig = new HashMap<>();
    mapConfig.put("job.name", "jobName");
    mapConfig.put("job.id", "jobId");
    StreamTestUtils.addStreamConfigs(mapConfig, "inStream", "insystem", "instream");
    StreamTestUtils.addStreamConfigs(mapConfig, "inStream2", "insystem", "instream2");
    Context context = new MockContext(new MapConfig(mapConfig));
    TaskModel taskModel = mock(TaskModel.class);
    when(taskModel.getSystemStreamPartitions()).thenReturn(ImmutableSet.of(new SystemStreamPartition("insystem", "instream", new Partition(0)), new SystemStreamPartition("insystem", "instream2", new Partition(0))));
    when(context.getTaskContext().getTaskModel()).thenReturn(taskModel);
    when(context.getTaskContext().getTaskMetricsRegistry()).thenReturn(new MetricsRegistryMap());
    when(context.getContainerContext().getContainerMetricsRegistry()).thenReturn(new MetricsRegistryMap());
    // need to return different stores for left and right side
    IntegerSerde integerSerde = new IntegerSerde();
    TimestampedValueSerde timestampedValueSerde = new TimestampedValueSerde(new KVSerde(integerSerde, integerSerde));
    when(context.getTaskContext().getStore(eq("jobName-jobId-join-j1-L"))).thenReturn(new TestInMemoryStore(integerSerde, timestampedValueSerde));
    when(context.getTaskContext().getStore(eq("jobName-jobId-join-j1-R"))).thenReturn(new TestInMemoryStore(integerSerde, timestampedValueSerde));
    StreamOperatorTask sot = new StreamOperatorTask(graphSpec.getOperatorSpecGraph(), clock);
    sot.init(context);
    return sot;
}
Also used : MockContext(org.apache.samza.context.MockContext) Context(org.apache.samza.context.Context) SystemStreamPartition(org.apache.samza.system.SystemStreamPartition) Partition(org.apache.samza.Partition) MockContext(org.apache.samza.context.MockContext) KVSerde(org.apache.samza.serializers.KVSerde) HashMap(java.util.HashMap) StreamOperatorTask(org.apache.samza.task.StreamOperatorTask) IntegerSerde(org.apache.samza.serializers.IntegerSerde) TestInMemoryStore(org.apache.samza.operators.impl.store.TestInMemoryStore) TimestampedValueSerde(org.apache.samza.operators.impl.store.TimestampedValueSerde) MapConfig(org.apache.samza.config.MapConfig) MetricsRegistryMap(org.apache.samza.metrics.MetricsRegistryMap) TaskModel(org.apache.samza.job.model.TaskModel) SystemStreamPartition(org.apache.samza.system.SystemStreamPartition)

Example 2 with TestInMemoryStore

use of org.apache.samza.operators.impl.store.TestInMemoryStore 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

HashMap (java.util.HashMap)2 Partition (org.apache.samza.Partition)2 MapConfig (org.apache.samza.config.MapConfig)2 Context (org.apache.samza.context.Context)2 MockContext (org.apache.samza.context.MockContext)2 TaskModel (org.apache.samza.job.model.TaskModel)2 MetricsRegistryMap (org.apache.samza.metrics.MetricsRegistryMap)2 TestInMemoryStore (org.apache.samza.operators.impl.store.TestInMemoryStore)2 IntegerSerde (org.apache.samza.serializers.IntegerSerde)2 KVSerde (org.apache.samza.serializers.KVSerde)2 SystemStreamPartition (org.apache.samza.system.SystemStreamPartition)2 ImmutableList (com.google.common.collect.ImmutableList)1 ImmutableSet (com.google.common.collect.ImmutableSet)1 IOException (java.io.IOException)1 Duration (java.time.Duration)1 ArrayList (java.util.ArrayList)1 Collection (java.util.Collection)1 List (java.util.List)1 Map (java.util.Map)1 StreamApplication (org.apache.samza.application.StreamApplication)1