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Example 1 with DoFnRunnerWithMetricsUpdate

use of org.apache.beam.runners.flink.metrics.DoFnRunnerWithMetricsUpdate in project beam by apache.

the class DoFnOperator method open.

@Override
public void open() throws Exception {
    // WindowDoFnOperator need use state and timer to get DoFn.
    // So must wait StateInternals and TimerInternals ready.
    // This will be called after initializeState()
    this.doFn = getDoFn();
    FlinkPipelineOptions options = serializedOptions.get().as(FlinkPipelineOptions.class);
    doFnInvoker = DoFnInvokers.tryInvokeSetupFor(doFn, options);
    StepContext stepContext = new FlinkStepContext();
    doFnRunner = DoFnRunners.simpleRunner(options, doFn, sideInputReader, outputManager, mainOutputTag, additionalOutputTags, stepContext, getInputCoder(), outputCoders, windowingStrategy, doFnSchemaInformation, sideInputMapping);
    if (requiresStableInput) {
        // put this in front of the root FnRunner before any additional wrappers
        doFnRunner = bufferingDoFnRunner = BufferingDoFnRunner.create(doFnRunner, "stable-input-buffer", windowedInputCoder, windowingStrategy.getWindowFn().windowCoder(), getOperatorStateBackend(), getKeyedStateBackend(), options.getNumConcurrentCheckpoints(), serializedOptions);
    }
    doFnRunner = createWrappingDoFnRunner(doFnRunner, stepContext);
    earlyBindStateIfNeeded();
    if (!options.getDisableMetrics()) {
        flinkMetricContainer = new FlinkMetricContainer(getRuntimeContext());
        doFnRunner = new DoFnRunnerWithMetricsUpdate<>(stepName, doFnRunner, flinkMetricContainer);
        String checkpointMetricNamespace = options.getReportCheckpointDuration();
        if (checkpointMetricNamespace != null) {
            MetricName checkpointMetric = MetricName.named(checkpointMetricNamespace, "checkpoint_duration");
            checkpointStats = new CheckpointStats(() -> flinkMetricContainer.getMetricsContainer(stepName).getDistribution(checkpointMetric));
        }
    }
    elementCount = 0L;
    lastFinishBundleTime = getProcessingTimeService().getCurrentProcessingTime();
    // Schedule timer to check timeout of finish bundle.
    long bundleCheckPeriod = Math.max(maxBundleTimeMills / 2, 1);
    checkFinishBundleTimer = getProcessingTimeService().scheduleAtFixedRate(timestamp -> checkInvokeFinishBundleByTime(), bundleCheckPeriod, bundleCheckPeriod);
    if (doFn instanceof SplittableParDoViaKeyedWorkItems.ProcessFn) {
        pushbackDoFnRunner = new ProcessFnRunner<>((DoFnRunner) doFnRunner, sideInputs, sideInputHandler);
    } else {
        pushbackDoFnRunner = SimplePushbackSideInputDoFnRunner.create(doFnRunner, sideInputs, sideInputHandler);
    }
    bundleFinalizer = new InMemoryBundleFinalizer();
    pendingFinalizations = new LinkedHashMap<>();
}
Also used : MetricName(org.apache.beam.sdk.metrics.MetricName) InternalTimeServiceManager(org.apache.flink.streaming.api.operators.InternalTimeServiceManager) FlinkMetricContainer(org.apache.beam.runners.flink.metrics.FlinkMetricContainer) Joiner(org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Joiner) ImmutableMap(org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap) TimerInternals(org.apache.beam.runners.core.TimerInternals) DoFnSignatures(org.apache.beam.sdk.transforms.reflect.DoFnSignatures) Map(java.util.Map) InternalTimerService(org.apache.flink.streaming.api.operators.InternalTimerService) GlobalWindow(org.apache.beam.sdk.transforms.windowing.GlobalWindow) OperatorStateBackend(org.apache.flink.runtime.state.OperatorStateBackend) FlinkBroadcastStateInternals(org.apache.beam.runners.flink.translation.wrappers.streaming.state.FlinkBroadcastStateInternals) StateSnapshotContext(org.apache.flink.runtime.state.StateSnapshotContext) 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Aggregations

SuppressFBWarnings (edu.umd.cs.findbugs.annotations.SuppressFBWarnings)1 IOException (java.io.IOException)1 InputStream (java.io.InputStream)1 OutputStream (java.io.OutputStream)1 Serializable (java.io.Serializable)1 ByteBuffer (java.nio.ByteBuffer)1 ArrayList (java.util.ArrayList)1 Collection (java.util.Collection)1 HashMap (java.util.HashMap)1 Iterator (java.util.Iterator)1 LinkedHashMap (java.util.LinkedHashMap)1 List (java.util.List)1 Map (java.util.Map)1 Optional (java.util.Optional)1 ScheduledFuture (java.util.concurrent.ScheduledFuture)1 Lock (java.util.concurrent.locks.Lock)1 Collectors (java.util.stream.Collectors)1 Stream (java.util.stream.Stream)1 DoFnRunner (org.apache.beam.runners.core.DoFnRunner)1 DoFnRunners (org.apache.beam.runners.core.DoFnRunners)1