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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;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import org.apache.beam.runners.core.construction.CreatePCollectionViewTranslation;
import org.apache.beam.runners.core.construction.ReplacementOutputs;
import org.apache.beam.sdk.coders.Coder;
import org.apache.beam.sdk.coders.CoderRegistry;
import org.apache.beam.sdk.coders.ListCoder;
import org.apache.beam.sdk.runners.AppliedPTransform;
import org.apache.beam.sdk.runners.PTransformOverrideFactory;
import org.apache.beam.sdk.transforms.Combine;
import org.apache.beam.sdk.transforms.PTransform;
import org.apache.beam.sdk.values.PCollection;
import org.apache.beam.sdk.values.PCollectionView;
import org.apache.beam.sdk.values.PValue;
import org.apache.beam.sdk.values.TupleTag;
import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Iterables;
/** Flink streaming overrides for various view (side input) transforms. */
class CreateStreamingFlinkView<ElemT, ViewT>
extends PTransform<PCollection<ElemT>, PCollection<ElemT>> {
private final PCollectionView<ViewT> view;
public static final String CREATE_STREAMING_FLINK_VIEW_URN =
"beam:transform:flink:create-streaming-flink-view:v1";
public CreateStreamingFlinkView(PCollectionView<ViewT> view) {
this.view = view;
}
@Override
public PCollection<ElemT> expand(PCollection<ElemT> input) {
input
.apply(Combine.globally(new Concatenate<ElemT>()).withoutDefaults())
.apply(CreateFlinkPCollectionView.of(view));
return input;
}
/**
* Combiner that combines {@code T}s into a single {@code List<T>} containing all inputs.
*
* <p>For internal use by {@link CreateStreamingFlinkView}. This combiner requires that the input
* {@link PCollection} fits in memory. For a large {@link PCollection} this is expected to crash!
*
* @param <T> the type of elements to concatenate.
*/
private static class Concatenate<T> extends Combine.CombineFn<T, List<T>, List<T>> {
@Override
public List<T> createAccumulator() {
return new ArrayList<>();
}
@Override
public List<T> addInput(List<T> accumulator, T input) {
accumulator.add(input);
return accumulator;
}
@Override
public List<T> mergeAccumulators(Iterable<List<T>> accumulators) {
List<T> result = createAccumulator();
for (List<T> accumulator : accumulators) {
result.addAll(accumulator);
}
return result;
}
@Override
public List<T> extractOutput(List<T> accumulator) {
return accumulator;
}
@Override
public Coder<List<T>> getAccumulatorCoder(CoderRegistry registry, Coder<T> inputCoder) {
return ListCoder.of(inputCoder);
}
@Override
public Coder<List<T>> getDefaultOutputCoder(CoderRegistry registry, Coder<T> inputCoder) {
return ListCoder.of(inputCoder);
}
}
/**
* Creates a primitive {@link PCollectionView}.
*
* <p>For internal use only by runner implementors.
*
* @param <ElemT> The type of the elements of the input PCollection
* @param <ViewT> The type associated with the {@link PCollectionView} used as a side input
*/
public static class CreateFlinkPCollectionView<ElemT, ViewT>
extends PTransform<PCollection<List<ElemT>>, PCollection<List<ElemT>>> {
private PCollectionView<ViewT> view;
private CreateFlinkPCollectionView(PCollectionView<ViewT> view) {
this.view = view;
}
public static <ElemT, ViewT> CreateFlinkPCollectionView<ElemT, ViewT> of(
PCollectionView<ViewT> view) {
return new CreateFlinkPCollectionView<>(view);
}
@Override
public PCollection<List<ElemT>> expand(PCollection<List<ElemT>> input) {
return PCollection.createPrimitiveOutputInternal(
input.getPipeline(), input.getWindowingStrategy(), input.isBounded(), input.getCoder());
}
public PCollectionView<ViewT> getView() {
return view;
}
}
public static class Factory<ElemT, ViewT>
implements PTransformOverrideFactory<
PCollection<ElemT>,
PCollection<ElemT>,
PTransform<PCollection<ElemT>, PCollection<ElemT>>> {
static final Factory INSTANCE = new Factory();
private Factory() {}
@Override
public PTransformReplacement<PCollection<ElemT>, PCollection<ElemT>> getReplacementTransform(
AppliedPTransform<
PCollection<ElemT>,
PCollection<ElemT>,
PTransform<PCollection<ElemT>, PCollection<ElemT>>>
transform) {
PCollection<ElemT> collection =
(PCollection<ElemT>) Iterables.getOnlyElement(transform.getInputs().values());
PCollectionView<ViewT> view;
try {
view = CreatePCollectionViewTranslation.getView(transform);
} catch (IOException e) {
throw new RuntimeException(e);
}
CreateStreamingFlinkView<ElemT, ViewT> createFlinkView = new CreateStreamingFlinkView<>(view);
return PTransformReplacement.of(collection, createFlinkView);
}
@Override
public Map<PValue, ReplacementOutput> mapOutputs(
Map<TupleTag<?>, PValue> outputs, PCollection<ElemT> newOutput) {
return ReplacementOutputs.singleton(outputs, newOutput);
}
}
}