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| 1 | +package io.numaproj.numaflow.examples.accumulator.sorter; |
| 2 | + |
| 3 | +import io.numaproj.numaflow.accumulator.Server; |
| 4 | +import io.numaproj.numaflow.accumulator.model.Accumulator; |
| 5 | +import io.numaproj.numaflow.accumulator.model.AccumulatorFactory; |
| 6 | +import io.numaproj.numaflow.accumulator.model.Datum; |
| 7 | +import io.numaproj.numaflow.accumulator.model.Message; |
| 8 | +import io.numaproj.numaflow.accumulator.model.OutputStreamObserver; |
| 9 | +import lombok.AllArgsConstructor; |
| 10 | +import lombok.extern.slf4j.Slf4j; |
| 11 | + |
| 12 | +import java.time.Instant; |
| 13 | +import java.util.Comparator; |
| 14 | +import java.util.TreeSet; |
| 15 | + |
| 16 | +@Slf4j |
| 17 | +@AllArgsConstructor |
| 18 | +public class StreamSorterFactory extends AccumulatorFactory<StreamSorterFactory.StreamSorter> { |
| 19 | + |
| 20 | + public static void main(String[] args) throws Exception { |
| 21 | + log.info("Starting stream sorter server.."); |
| 22 | + Server server = new Server(new StreamSorterFactory()); |
| 23 | + |
| 24 | + // Start the server |
| 25 | + server.start(); |
| 26 | + |
| 27 | + // wait for the server to shut down |
| 28 | + server.awaitTermination(); |
| 29 | + log.info("Stream sorter server exited.."); |
| 30 | + } |
| 31 | + |
| 32 | + @Override |
| 33 | + public StreamSorter createAccumulator() { |
| 34 | + return new StreamSorter(); |
| 35 | + } |
| 36 | + |
| 37 | + public static class StreamSorter extends Accumulator { |
| 38 | + private Instant latestWm = Instant.ofEpochMilli(-1); |
| 39 | + private final TreeSet<Datum> sortedBuffer = new TreeSet<>(Comparator.comparing(Datum::getEventTime)); |
| 40 | + |
| 41 | + @Override |
| 42 | + public void processMessage(Datum datum, OutputStreamObserver outputStream) { |
| 43 | + log.info("Received datum with event time: {}", datum.toString()); |
| 44 | + if (datum.getWatermark().isAfter(latestWm)) { |
| 45 | + latestWm = datum.getWatermark(); |
| 46 | + flushBuffer(outputStream); |
| 47 | + } |
| 48 | + sortedBuffer.add(datum); |
| 49 | + } |
| 50 | + |
| 51 | + @Override |
| 52 | + public void handleEndOfStream(OutputStreamObserver outputStreamObserver) { |
| 53 | + flushBuffer(outputStreamObserver); |
| 54 | + } |
| 55 | + |
| 56 | + private void flushBuffer(OutputStreamObserver outputStream) { |
| 57 | + log.info("Watermark updated, flushing sortedBuffer: {}", latestWm.toEpochMilli()); |
| 58 | + while (!sortedBuffer.isEmpty() && !sortedBuffer |
| 59 | + .first() |
| 60 | + .getEventTime() |
| 61 | + .isAfter(latestWm)) { |
| 62 | + Datum datum = sortedBuffer.pollFirst(); |
| 63 | + assert datum != null; |
| 64 | + outputStream.send(new Message(datum)); |
| 65 | + log.info("Sent datum with event time: {}", datum.getEventTime().toEpochMilli()); |
| 66 | + } |
| 67 | + } |
| 68 | + } |
| 69 | +} |
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