Examples with KeyValue com.twitter.heron.streamlet.KeyValue used on opensource projects

Example 6 with KeyValue

use of com.twitter.heron.streamlet.KeyValue in project incubator-heron by apache.

the class GeneralReduceByKeyAndWindowOperatorTest method getTupleWindow.

private TupleWindow getTupleWindow(int nkeys, int count) {
    TopologyAPI.StreamId componentStreamId = TopologyAPI.StreamId.newBuilder().setComponentName("sourceComponent").setId("default").build();
    List<Tuple> tuples = new LinkedList<>();
    for (int i = 0; i < nkeys; i++) {
        for (int j = 0; j < count; ++j) {
            Tuple tuple = getTuple(componentStreamId, new Fields("a"), new Values(new KeyValue<>(String.valueOf(i), j)));
            tuples.add(tuple);
        }
    }
    TupleWindow tupleWindow = new TupleWindowImpl(tuples, new LinkedList<>(), new LinkedList<>(), startTime, endTime);
    return tupleWindow;
}

Example 7 with KeyValue

use of com.twitter.heron.streamlet.KeyValue in project incubator-heron by apache.

the class GeneralReduceByKeyAndWindowOperatorTest method getReduceByWindowOperator.

@SuppressWarnings({ "rawtypes", "unchecked" })
private GeneralReduceByKeyAndWindowOperator<String, KeyValue<String, Integer>, Integer> getReduceByWindowOperator(Integer identity) {
    GeneralReduceByKeyAndWindowOperator<String, KeyValue<String, Integer>, Integer> reduceByWindowOperator = new GeneralReduceByKeyAndWindowOperator<>(x -> x.getKey(), identity, (o, o2) -> o + o2.getValue());
    reduceByWindowOperator.prepare(new Config(), PowerMockito.mock(TopologyContext.class), new OutputCollector(new IOutputCollector() {

        @Override
        public void reportError(Throwable error) {
        }

        @Override
        public List<Integer> emit(String streamId, Collection<Tuple> anchors, List<Object> tuple) {
            emittedTuples.addAll(tuple);
            return null;
        }

        @Override
        public void emitDirect(int taskId, String streamId, Collection<Tuple> anchors, List<Object> tuple) {
        }

        @Override
        public void ack(Tuple input) {
        }

        @Override
        public void fail(Tuple input) {
        }
    }));
    return reduceByWindowOperator;
}

Example 8 with KeyValue

use of com.twitter.heron.streamlet.KeyValue in project incubator-heron by apache.

the class GeneralReduceByKeyAndWindowOperatorTest method testReduceByWindowOperator.

@Test
@SuppressWarnings({ "rawtypes", "unchecked" })
public void testReduceByWindowOperator() {
    GeneralReduceByKeyAndWindowOperator<String, KeyValue<String, Integer>, Integer> reduceOperator = getReduceByWindowOperator(12);
    TupleWindow tupleWindow = getTupleWindow(3, 5);
    HashMap<String, Integer> expectedResults = new HashMap<>();
    expectedResults.put("0", 22);
    expectedResults.put("1", 22);
    expectedResults.put("2", 22);
    reduceOperator.execute(tupleWindow);
    Assert.assertEquals(3, emittedTuples.size());
    for (Object object : emittedTuples) {
        KeyValue<KeyedWindow<String>, Integer> tuple = (KeyValue<KeyedWindow<String>, Integer>) object;
        KeyedWindow<String> window = tuple.getKey();
        String key = window.getKey();
        Assert.assertEquals(5, window.getWindow().getCount());
        Assert.assertEquals(startTime, window.getWindow().getStartTime());
        Assert.assertEquals(endTime, window.getWindow().getEndTime());
        Assert.assertEquals(expectedResults.get(key), tuple.getValue());
    }
}

Example 9 with KeyValue

use of com.twitter.heron.streamlet.KeyValue in project incubator-heron by apache.

the class ReduceByKeyAndWindowOperatorTest method testReduceByWindowOperator.

@Test
@SuppressWarnings({ "rawtypes", "unchecked" })
public void testReduceByWindowOperator() {
    ReduceByKeyAndWindowOperator<String, Integer, String> reduceOperator = getReduceByWindowOperator();
    TupleWindow tupleWindow = getTupleWindow(3, 5);
    HashMap<String, Integer> expectedResults = new HashMap<>();
    expectedResults.put("0", 5);
    expectedResults.put("1", 5);
    expectedResults.put("2", 5);
    reduceOperator.execute(tupleWindow);
    Assert.assertEquals(3, emittedTuples.size());
    for (Object object : emittedTuples) {
        KeyValue<KeyedWindow<String>, Integer> tuple = (KeyValue<KeyedWindow<String>, Integer>) object;
        KeyedWindow<String> window = tuple.getKey();
        String key = window.getKey();
        Assert.assertEquals(5, window.getWindow().getCount());
        Assert.assertEquals(startTime, window.getWindow().getStartTime());
        Assert.assertEquals(endTime, window.getWindow().getEndTime());
        Assert.assertEquals(expectedResults.get(key), tuple.getValue());
    }
}

Example 10 with KeyValue

use of com.twitter.heron.streamlet.KeyValue in project incubator-heron by apache.

the class ReduceByKeyAndWindowOperator method execute.

@SuppressWarnings("unchecked")
@Override
public void execute(TupleWindow inputWindow) {
    Map<K, V> reduceMap = new HashMap<>();
    Map<K, Integer> windowCountMap = new HashMap<>();
    for (Tuple tuple : inputWindow.get()) {
        R tup = (R) tuple.getValue(0);
        addMap(reduceMap, windowCountMap, tup);
    }
    long startWindow;
    long endWindow;
    if (inputWindow.getStartTimestamp() == null) {
        startWindow = 0;
    } else {
        startWindow = inputWindow.getStartTimestamp();
    }
    if (inputWindow.getEndTimestamp() == null) {
        endWindow = 0;
    } else {
        endWindow = inputWindow.getEndTimestamp();
    }
    for (K key : reduceMap.keySet()) {
        Window window = new Window(startWindow, endWindow, windowCountMap.get(key));
        KeyedWindow<K> keyedWindow = new KeyedWindow<>(key, window);
        collector.emit(new Values(new KeyValue<>(keyedWindow, reduceMap.get(key))));
    }
}