Java tutorial
/** * Copyright 2014 LiveRamp * * Licensed 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 com.liveramp.megadesk.recipes.aggregator; import java.util.Map; import com.google.common.collect.ImmutableMap; import com.google.common.collect.Maps; import com.liveramp.megadesk.core.state.Variable; public class InterProcessKeyedAggregator<KEY, AGGREGAND, AGGREGATE> implements InterProcessKeyedAggregatorInterface<KEY, AGGREGAND, AGGREGATE> { private final InterProcessAggregator<KeyAndAggregand<KEY, AGGREGAND>, ImmutableMap<KEY, AGGREGATE>> innerAggregator; public InterProcessKeyedAggregator(Variable<ImmutableMap<KEY, AGGREGATE>> variable, Aggregator<AGGREGAND, AGGREGATE> aggregator) { this.innerAggregator = new InterProcessAggregator<KeyAndAggregand<KEY, AGGREGAND>, ImmutableMap<KEY, AGGREGATE>>( variable, new KeyedAggregator<KEY, AGGREGAND, AGGREGATE>(aggregator)); } @Override public void initialize() throws Exception { innerAggregator.initialize(); } @Override public AGGREGATE aggregate(KEY key, AGGREGAND value) { return innerAggregator.aggregate(new KeyAndAggregand<KEY, AGGREGAND>(key, value)).get(key); } @Override public void flush() throws Exception { innerAggregator.flush(); } @Override public AGGREGATE read(KEY key) throws Exception { ImmutableMap<KEY, AGGREGATE> remote = innerAggregator.read(); if (remote == null) { return null; } else { return remote.get(key); } } public ImmutableMap<KEY, AGGREGATE> read() throws Exception { return innerAggregator.read(); } private static class KeyedAggregator<KEY, AGGREGAND, AGGREGATE> implements Aggregator<KeyAndAggregand<KEY, AGGREGAND>, ImmutableMap<KEY, AGGREGATE>> { private final Aggregator<AGGREGAND, AGGREGATE> aggregator; private KeyedAggregator(Aggregator<AGGREGAND, AGGREGATE> aggregator) { this.aggregator = aggregator; } @Override public ImmutableMap<KEY, AGGREGATE> initialValue() { return ImmutableMap.of(); } @Override public ImmutableMap<KEY, AGGREGATE> aggregate(KeyAndAggregand<KEY, AGGREGAND> value, ImmutableMap<KEY, AGGREGATE> aggregate) { Map<KEY, AGGREGATE> result = Maps.newHashMap(aggregate); if (!result.containsKey(value.getKey())) { result.put(value.getKey(), aggregator.initialValue()); } result.put(value.getKey(), aggregator.aggregate(value.getAggregand(), result.get(value.getKey()))); return ImmutableMap.copyOf(result); } @Override public ImmutableMap<KEY, AGGREGATE> merge(ImmutableMap<KEY, AGGREGATE> lhs, ImmutableMap<KEY, AGGREGATE> rhs) { Map<KEY, AGGREGATE> result = Maps.newHashMap(lhs); mergeMap(rhs, result); return ImmutableMap.copyOf(result); } private void mergeMap(ImmutableMap<KEY, AGGREGATE> input, Map<KEY, AGGREGATE> result) { for (Map.Entry<KEY, AGGREGATE> entry : input.entrySet()) { KEY key = entry.getKey(); AGGREGATE aggregate = entry.getValue(); if (!result.containsKey(key)) { result.put(key, aggregator.initialValue()); } result.put(key, aggregator.merge(aggregate, result.get(key))); } } } }