Examples with AcknowledgableWatermark org.apache.gobblin.writer.AcknowledgableWatermark used on opensource projects

Example 1 with AcknowledgableWatermark

use of org.apache.gobblin.writer.AcknowledgableWatermark in project incubator-gobblin by apache.

the class StreamModelTaskRunner method run.

protected void run() throws Exception {
    // Get the fork operator. By default IdentityForkOperator is used with a single branch.
    ForkOperator forkOperator = closer.register(this.taskContext.getForkOperator());
    RecordStreamWithMetadata<?, ?> stream = this.extractor.recordStream(this.shutdownRequested);
    ConnectableFlowable connectableStream = stream.getRecordStream().publish();
    stream = stream.withRecordStream(connectableStream);
    stream = stream.mapRecords(r -> {
        this.task.onRecordExtract();
        return r;
    });
    if (this.task.isStreamingTask()) {
        // Start watermark manager and tracker
        if (this.watermarkTracker.isPresent()) {
            this.watermarkTracker.get().start();
        }
        this.watermarkManager.get().start();
        ((StreamingExtractor) this.taskContext.getRawSourceExtractor()).start(this.watermarkStorage.get());
        stream = stream.mapRecords(r -> {
            AcknowledgableWatermark ackableWatermark = new AcknowledgableWatermark(r.getWatermark());
            if (watermarkTracker.isPresent()) {
                watermarkTracker.get().track(ackableWatermark);
            }
            r.addCallBack(ackableWatermark);
            return r;
        });
    }
    // Use the recordStreamProcessor list if it is configured. This list can contain both all RecordStreamProcessor types
    if (!this.recordStreamProcessors.isEmpty()) {
        for (RecordStreamProcessor streamProcessor : this.recordStreamProcessors) {
            stream = streamProcessor.processStream(stream, this.taskState);
        }
    } else {
        if (this.converter instanceof MultiConverter) {
            // if multiconverter, unpack it
            for (Converter cverter : ((MultiConverter) this.converter).getConverters()) {
                stream = cverter.processStream(stream, this.taskState);
            }
        } else {
            stream = this.converter.processStream(stream, this.taskState);
        }
    }
    stream = this.rowChecker.processStream(stream, this.taskState);
    Forker.ForkedStream<?, ?> forkedStreams = new Forker().forkStream(stream, forkOperator, this.taskState);
    boolean isForkAsync = !this.task.areSingleBranchTasksSynchronous(this.taskContext) || forkedStreams.getForkedStreams().size() > 1;
    int bufferSize = this.taskState.getPropAsInt(ConfigurationKeys.FORK_RECORD_QUEUE_CAPACITY_KEY, ConfigurationKeys.DEFAULT_FORK_RECORD_QUEUE_CAPACITY);
    for (int fidx = 0; fidx < forkedStreams.getForkedStreams().size(); fidx++) {
        RecordStreamWithMetadata<?, ?> forkedStream = forkedStreams.getForkedStreams().get(fidx);
        if (forkedStream != null) {
            if (isForkAsync) {
                forkedStream = forkedStream.mapStream(f -> f.observeOn(Schedulers.from(this.taskExecutor.getForkExecutor()), false, bufferSize));
            }
            Fork fork = new Fork(this.taskContext, forkedStream.getGlobalMetadata().getSchema(), forkedStreams.getForkedStreams().size(), fidx, this.taskMode);
            fork.consumeRecordStream(forkedStream);
            this.forks.put(Optional.of(fork), Optional.of(Futures.immediateFuture(null)));
            this.task.configureStreamingFork(fork, this.watermarkingStrategy);
        }
    }
    connectableStream.connect();
    if (!ExponentialBackoff.awaitCondition().callable(() -> this.forks.keySet().stream().map(Optional::get).allMatch(Fork::isDone)).initialDelay(1000L).maxDelay(1000L).maxWait(TimeUnit.MINUTES.toMillis(60)).await()) {
        throw new TimeoutException("Forks did not finish withing specified timeout.");
    }
}