/* * 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.functions; import java.util.ArrayList; import java.util.HashMap; import java.util.List; import java.util.Map; import org.apache.beam.sdk.transforms.windowing.BoundedWindow; import org.apache.beam.sdk.util.WindowedValue; import org.apache.beam.sdk.values.PCollectionView; import org.apache.flink.api.common.functions.BroadcastVariableInitializer; /** * {@link BroadcastVariableInitializer} that initializes the broadcast input as a {@code Map} * from window to side input. */ public class SideInputInitializer<ElemT, ViewT, W extends BoundedWindow> implements BroadcastVariableInitializer<WindowedValue<ElemT>, Map<BoundedWindow, ViewT>> { PCollectionView<ViewT> view; public SideInputInitializer(PCollectionView<ViewT> view) { this.view = view; } @Override public Map<BoundedWindow, ViewT> initializeBroadcastVariable( Iterable<WindowedValue<ElemT>> inputValues) { // first partition into windows Map<BoundedWindow, List<WindowedValue<ElemT>>> partitionedElements = new HashMap<>(); for (WindowedValue<ElemT> value: inputValues) { for (BoundedWindow window: value.getWindows()) { List<WindowedValue<ElemT>> windowedValues = partitionedElements.get(window); if (windowedValues == null) { windowedValues = new ArrayList<>(); partitionedElements.put(window, windowedValues); } windowedValues.add(value); } } Map<BoundedWindow, ViewT> resultMap = new HashMap<>(); for (Map.Entry<BoundedWindow, List<WindowedValue<ElemT>>> elements: partitionedElements.entrySet()) { @SuppressWarnings("unchecked") Iterable<WindowedValue<?>> elementsIterable = (List<WindowedValue<?>>) (List<?>) elements.getValue(); resultMap.put(elements.getKey(), view.getViewFn().apply(elementsIterable)); } return resultMap; } }