Java tutorial
/* * 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.direct; import com.google.common.collect.Iterables; import java.util.List; import org.apache.beam.sdk.Pipeline; import org.apache.beam.sdk.runners.PTransformOverrideFactory; import org.apache.beam.sdk.transforms.PTransform; import org.apache.beam.sdk.transforms.ParDo; import org.apache.beam.sdk.transforms.ParDo.Bound; import org.apache.beam.sdk.values.PCollection; import org.apache.beam.sdk.values.PCollectionTuple; import org.apache.beam.sdk.values.TaggedPValue; import org.apache.beam.sdk.values.TupleTag; import org.apache.beam.sdk.values.TupleTagList; /** * A {@link PTransformOverrideFactory} that overrides single-output {@link ParDo} to implement * it in terms of multi-output {@link ParDo}. */ class ParDoSingleViaMultiOverrideFactory<InputT, OutputT> implements PTransformOverrideFactory<PCollection<? extends InputT>, PCollection<OutputT>, Bound<InputT, OutputT>> { @Override public PTransform<PCollection<? extends InputT>, PCollection<OutputT>> getReplacementTransform( Bound<InputT, OutputT> transform) { return new ParDoSingleViaMulti<>(transform); } @Override public PCollection<? extends InputT> getInput(List<TaggedPValue> inputs, Pipeline p) { return (PCollection<? extends InputT>) Iterables.getOnlyElement(inputs).getValue(); } static class ParDoSingleViaMulti<InputT, OutputT> extends PTransform<PCollection<? extends InputT>, PCollection<OutputT>> { private static final String MAIN_OUTPUT_TAG = "main"; private final ParDo.Bound<InputT, OutputT> underlyingParDo; public ParDoSingleViaMulti(ParDo.Bound<InputT, OutputT> underlyingParDo) { this.underlyingParDo = underlyingParDo; } @Override public PCollection<OutputT> expand(PCollection<? extends InputT> input) { // Output tags for ParDo need only be unique up to applied transform TupleTag<OutputT> mainOutputTag = new TupleTag<OutputT>(MAIN_OUTPUT_TAG); PCollectionTuple outputs = input .apply(ParDo.of(underlyingParDo.getFn()).withSideInputs(underlyingParDo.getSideInputs()) .withOutputTags(mainOutputTag, TupleTagList.empty())); PCollection<OutputT> output = outputs.get(mainOutputTag); output.setTypeDescriptor(underlyingParDo.getFn().getOutputTypeDescriptor()); return output; } } }