/** * 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 storm.trident.state.map; import backtype.storm.tuple.Fields; import backtype.storm.tuple.Values; import java.util.ArrayList; import java.util.HashMap; import java.util.List; import java.util.Map; import storm.trident.operation.ReducerAggregator; import storm.trident.operation.TridentCollector; import storm.trident.operation.TridentOperationContext; import storm.trident.state.ReducerValueUpdater; import storm.trident.state.StateUpdater; import storm.trident.state.ValueUpdater; import storm.trident.tuple.ComboList; import storm.trident.tuple.TridentTuple; import storm.trident.tuple.TridentTupleView.ProjectionFactory; public class MapReducerAggStateUpdater implements StateUpdater<MapState> { private static final long serialVersionUID = 8667174018978959987L; ReducerAggregator _agg; Fields _groupFields; Fields _inputFields; transient ProjectionFactory _groupFactory; transient ProjectionFactory _inputFactory; ComboList.Factory _factory; public MapReducerAggStateUpdater(ReducerAggregator agg, Fields groupFields, Fields inputFields) { _agg = agg; _groupFields = groupFields; _inputFields = inputFields; _factory = new ComboList.Factory(groupFields.size(), 1); } @Override public void updateState(MapState map, List<TridentTuple> tuples, TridentCollector collector) { Map<List<Object>, List<TridentTuple>> grouped = new HashMap<>(); for(TridentTuple t: tuples) { List<Object> group = _groupFactory.create(t); List<TridentTuple> groupTuples = grouped.get(group); if(groupTuples==null) { groupTuples = new ArrayList<>(); grouped.put(group, groupTuples); } groupTuples.add(_inputFactory.create(t)); } List<List<Object>> uniqueGroups = new ArrayList<>(grouped.keySet()); List<ValueUpdater> updaters = new ArrayList<>(uniqueGroups.size()); for(List<Object> group: uniqueGroups) { updaters.add(new ReducerValueUpdater(_agg, grouped.get(group))); } List<Object> results = map.multiUpdate(uniqueGroups, updaters); for (int i = 0; i < uniqueGroups.size(); i++) { List<Object> group = uniqueGroups.get(i); Object result = results.get(i); collector.emit(_factory.create(new List[] { group, new Values(result) })); } } @Override public void prepare(Map conf, TridentOperationContext context) { _groupFactory = context.makeProjectionFactory(_groupFields); _inputFactory = context.makeProjectionFactory(_inputFields); } @Override public void cleanup() { } }