/*********************************************************************************************************************** * Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu) * * 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 eu.stratosphere.test.compiler.iterations; import static org.junit.Assert.assertEquals; import static org.junit.Assert.fail; import org.junit.Test; import eu.stratosphere.api.common.Plan; import eu.stratosphere.api.java.DataSet; import eu.stratosphere.api.java.DeltaIteration; import eu.stratosphere.api.java.ExecutionEnvironment; import eu.stratosphere.api.java.aggregation.Aggregations; import eu.stratosphere.api.java.functions.FlatMapFunction; import eu.stratosphere.api.java.functions.JoinFunction; import eu.stratosphere.api.java.functions.MapFunction; import eu.stratosphere.api.java.tuple.Tuple2; import eu.stratosphere.api.java.tuple.Tuple3; import eu.stratosphere.compiler.plan.DualInputPlanNode; import eu.stratosphere.compiler.plan.OptimizedPlan; import eu.stratosphere.compiler.plan.SolutionSetPlanNode; import eu.stratosphere.compiler.plantranslate.NepheleJobGraphGenerator; import eu.stratosphere.pact.runtime.shipping.ShipStrategyType; import eu.stratosphere.pact.runtime.task.DriverStrategy; import eu.stratosphere.test.compiler.util.CompilerTestBase; import eu.stratosphere.util.Collector; @SuppressWarnings("serial") public class MultipleJoinsWithSolutionSetCompilerTest extends CompilerTestBase { private static final String JOIN_1 = "join1"; private static final String JOIN_2 = "join2"; @Test public void testMultiSolutionSetJoinPlan() { try { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); @SuppressWarnings("unchecked") DataSet<Tuple2<Long, Double>> inputData = env.fromElements(new Tuple2<Long, Double>(1L, 1.0)); DataSet<Tuple2<Long, Double>> result = constructPlan(inputData, 10); // add two sinks, to test the case of branching after an iteration result.print(); result.print(); Plan p = env.createProgramPlan(); OptimizedPlan optPlan = compileNoStats(p); OptimizerPlanNodeResolver or = getOptimizerPlanNodeResolver(optPlan); DualInputPlanNode join1 = or.getNode(JOIN_1); DualInputPlanNode join2 = or.getNode(JOIN_2); assertEquals(DriverStrategy.HYBRIDHASH_BUILD_FIRST, join1.getDriverStrategy()); assertEquals(DriverStrategy.HYBRIDHASH_BUILD_SECOND, join2.getDriverStrategy()); assertEquals(ShipStrategyType.PARTITION_HASH, join1.getInput2().getShipStrategy()); assertEquals(ShipStrategyType.PARTITION_HASH, join2.getInput1().getShipStrategy()); assertEquals(SolutionSetPlanNode.class, join1.getInput1().getSource().getClass()); assertEquals(SolutionSetPlanNode.class, join2.getInput2().getSource().getClass()); new NepheleJobGraphGenerator().compileJobGraph(optPlan); } catch (Exception e) { System.err.println(e.getMessage()); e.printStackTrace(); fail("Test erroneous: " + e.getMessage()); } } public static DataSet<Tuple2<Long, Double>> constructPlan(DataSet<Tuple2<Long, Double>> initialData, int numIterations) { DeltaIteration<Tuple2<Long, Double>, Tuple2<Long, Double>> iteration = initialData.iterateDelta(initialData, numIterations, 0); DataSet<Tuple2<Long, Double>> delta = iteration.getSolutionSet() .join(iteration.getWorkset().flatMap(new Duplicator())).where(0).equalTo(0).with(new SummingJoin()).name(JOIN_1) .groupBy(0).aggregate(Aggregations.MIN, 1).map(new Expander()) .join(iteration.getSolutionSet()).where(0).equalTo(0).with(new SummingJoinProject()).name(JOIN_2); DataSet<Tuple2<Long, Double>> changes = delta.groupBy(0).aggregate(Aggregations.SUM, 1); DataSet<Tuple2<Long, Double>> result = iteration.closeWith(delta, changes); return result; } public static final class SummingJoin extends JoinFunction<Tuple2<Long, Double>, Tuple2<Long, Double>, Tuple2<Long, Double>> { @Override public Tuple2<Long, Double> join(Tuple2<Long, Double> first, Tuple2<Long, Double> second) { return new Tuple2<Long, Double>(first.f0, first.f1 + second.f1); } } public static final class SummingJoinProject extends JoinFunction<Tuple3<Long, Double, Double>, Tuple2<Long, Double>, Tuple2<Long, Double>> { @Override public Tuple2<Long, Double> join(Tuple3<Long, Double, Double> first, Tuple2<Long, Double> second) { return new Tuple2<Long, Double>(first.f0, first.f1 + first.f2 + second.f1); } } public static final class Duplicator extends FlatMapFunction<Tuple2<Long, Double>, Tuple2<Long, Double>> { @Override public void flatMap(Tuple2<Long, Double> value, Collector<Tuple2<Long, Double>> out) { out.collect(value); out.collect(value); } } public static final class Expander extends MapFunction<Tuple2<Long, Double>, Tuple3<Long, Double, Double>> { @Override public Tuple3<Long, Double, Double> map(Tuple2<Long, Double> value) { return new Tuple3<Long, Double, Double>(value.f0, value.f1, value.f1 * 2); } } }