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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.beam.runners.flink.translation.wrappers.streaming;
import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkState;
import java.nio.ByteBuffer;
import java.util.Collection;
import java.util.Collections;
import java.util.List;
import java.util.Map;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.TimeUnit;
import org.apache.beam.runners.core.DoFnRunner;
import org.apache.beam.runners.core.KeyedWorkItem;
import org.apache.beam.runners.core.KeyedWorkItems;
import org.apache.beam.runners.core.OutputAndTimeBoundedSplittableProcessElementInvoker;
import org.apache.beam.runners.core.OutputWindowedValue;
import org.apache.beam.runners.core.SplittableParDoViaKeyedWorkItems.ProcessFn;
import org.apache.beam.runners.core.StateInternals;
import org.apache.beam.runners.core.StateInternalsFactory;
import org.apache.beam.runners.core.TimerInternals;
import org.apache.beam.runners.core.TimerInternalsFactory;
import org.apache.beam.sdk.coders.Coder;
import org.apache.beam.sdk.options.PipelineOptions;
import org.apache.beam.sdk.state.TimeDomain;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.DoFnSchemaInformation;
import org.apache.beam.sdk.transforms.windowing.BoundedWindow;
import org.apache.beam.sdk.transforms.windowing.PaneInfo;
import org.apache.beam.sdk.util.WindowedValue;
import org.apache.beam.sdk.values.KV;
import org.apache.beam.sdk.values.PCollectionView;
import org.apache.beam.sdk.values.TupleTag;
import org.apache.beam.sdk.values.WindowingStrategy;
import org.apache.flink.api.java.functions.KeySelector;
import org.apache.flink.runtime.state.StateInitializationContext;
import org.apache.flink.streaming.api.operators.InternalTimer;
import org.joda.time.Duration;
import org.joda.time.Instant;
/**
* Flink operator for executing splittable {@link DoFn DoFns}. Specifically, for executing the
* {@code @ProcessElement} method of a splittable {@link DoFn}.
*/
public class SplittableDoFnOperator<InputT, OutputT, RestrictionT>
extends DoFnOperator<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> {
private transient ScheduledExecutorService executorService;
public SplittableDoFnOperator(
DoFn<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> doFn,
String stepName,
Coder<WindowedValue<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>>> windowedInputCoder,
Coder<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>> inputCoder,
Map<TupleTag<?>, Coder<?>> outputCoders,
TupleTag<OutputT> mainOutputTag,
List<TupleTag<?>> additionalOutputTags,
OutputManagerFactory<OutputT> outputManagerFactory,
WindowingStrategy<?, ?> windowingStrategy,
Map<Integer, PCollectionView<?>> sideInputTagMapping,
Collection<PCollectionView<?>> sideInputs,
PipelineOptions options,
Coder<?> keyCoder,
KeySelector<WindowedValue<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>>, ?> keySelector) {
super(
doFn,
stepName,
windowedInputCoder,
inputCoder,
outputCoders,
mainOutputTag,
additionalOutputTags,
outputManagerFactory,
windowingStrategy,
sideInputTagMapping,
sideInputs,
options,
keyCoder,
keySelector,
DoFnSchemaInformation.create(),
Collections.emptyMap());
}
@Override
protected DoFnRunner<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT>
createWrappingDoFnRunner(
DoFnRunner<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> wrappedRunner) {
// don't wrap in anything because we don't need state cleanup because ProcessFn does
// all that
return wrappedRunner;
}
@Override
public void initializeState(StateInitializationContext context) throws Exception {
super.initializeState(context);
checkState(doFn instanceof ProcessFn);
// this will implicitly be keyed by the key of the incoming
// element or by the key of a firing timer
StateInternalsFactory<byte[]> stateInternalsFactory =
key -> (StateInternals) keyedStateInternals;
// this will implicitly be keyed like the StateInternalsFactory
TimerInternalsFactory<byte[]> timerInternalsFactory = key -> timerInternals;
executorService = Executors.newSingleThreadScheduledExecutor(Executors.defaultThreadFactory());
((ProcessFn) doFn).setStateInternalsFactory(stateInternalsFactory);
((ProcessFn) doFn).setTimerInternalsFactory(timerInternalsFactory);
((ProcessFn) doFn)
.setProcessElementInvoker(
new OutputAndTimeBoundedSplittableProcessElementInvoker<>(
doFn,
serializedOptions.get(),
new OutputWindowedValue<OutputT>() {
@Override
public void outputWindowedValue(
OutputT output,
Instant timestamp,
Collection<? extends BoundedWindow> windows,
PaneInfo pane) {
outputManager.output(
mainOutputTag, WindowedValue.of(output, timestamp, windows, pane));
}
@Override
public <AdditionalOutputT> void outputWindowedValue(
TupleTag<AdditionalOutputT> tag,
AdditionalOutputT output,
Instant timestamp,
Collection<? extends BoundedWindow> windows,
PaneInfo pane) {
outputManager.output(tag, WindowedValue.of(output, timestamp, windows, pane));
}
},
sideInputReader,
executorService,
10000,
Duration.standardSeconds(10)));
}
@Override
protected void fireTimer(InternalTimer<ByteBuffer, TimerInternals.TimerData> timer) {
timerInternals.cleanupPendingTimer(timer.getNamespace());
if (timer.getNamespace().getDomain().equals(TimeDomain.EVENT_TIME)) {
// ignore this, it can only be a state cleanup timers from StatefulDoFnRunner and ProcessFn
// does its own state cleanup and should never set event-time timers.
return;
}
doFnRunner.processElement(
WindowedValue.valueInGlobalWindow(
KeyedWorkItems.timersWorkItem(
(byte[]) keyedStateInternals.getKey(),
Collections.singletonList(timer.getNamespace()))));
}
@Override
public void close() throws Exception {
super.close();
executorService.shutdown();
long shutdownTimeout = Duration.standardSeconds(10).getMillis();
try {
if (!executorService.awaitTermination(shutdownTimeout, TimeUnit.MILLISECONDS)) {
LOG.debug(
"The scheduled executor service did not properly terminate. Shutting "
+ "it down now.");
executorService.shutdownNow();
}
} catch (InterruptedException e) {
LOG.debug("Could not properly await the termination of the scheduled executor service.", e);
executorService.shutdownNow();
}
}
}