/* * * * Copyright (c) 2011-2015 EPFL DATA Laboratory * * Copyright (c) 2014-2015 The Squall Collaboration (see NOTICE) * * * * All rights reserved. * * * * 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 ch.epfl.data.squall.examples.imperative.traditional; import org.apache.log4j.Logger; import ch.epfl.data.squall.components.Component; import ch.epfl.data.squall.components.DataSourceComponent; import ch.epfl.data.squall.components.hyper_cube.HyperCubeJoinComponentFactory; import ch.epfl.data.squall.expressions.ColumnReference; import ch.epfl.data.squall.expressions.Multiplication; import ch.epfl.data.squall.expressions.Subtraction; import ch.epfl.data.squall.expressions.ValueExpression; import ch.epfl.data.squall.expressions.ValueSpecification; import ch.epfl.data.squall.operators.AggregateOperator; import ch.epfl.data.squall.operators.AggregateSumOperator; import ch.epfl.data.squall.operators.ProjectOperator; import ch.epfl.data.squall.operators.SelectOperator; import ch.epfl.data.squall.predicates.ComparisonPredicate; import ch.epfl.data.squall.predicates.LikePredicate; import ch.epfl.data.squall.query_plans.QueryBuilder; import ch.epfl.data.squall.query_plans.QueryPlan; import ch.epfl.data.squall.query_plans.ThetaQueryPlansParameters; import ch.epfl.data.squall.types.DateType; import ch.epfl.data.squall.types.DoubleType; import ch.epfl.data.squall.types.IntegerType; import ch.epfl.data.squall.types.NumericType; import ch.epfl.data.squall.types.LongType; import ch.epfl.data.squall.types.StringType; import ch.epfl.data.squall.types.Type; import java.util.Arrays; import java.util.Calendar; import java.util.Date; import java.util.List; import java.util.Map; public class TraditionalHashTPCH9PartialPlan extends QueryPlan { private static Logger LOG = Logger.getLogger(TraditionalHashTPCH9PartialPlan.class); private static final IntegerType _ic = new IntegerType(); private static final Type<Date> _dc = new DateType(); private static final Type<Long> _lc = new LongType(); private static final Type<String> _sc = new StringType(); private static final NumericType<Double> _doubleConv = new DoubleType(); private final QueryBuilder _queryBuilder = new QueryBuilder(); // query variables private static final String COLOR = "%green%"; public TraditionalHashTPCH9PartialPlan(String dataPath, String extension, Map conf) { // ------------------------------------------------------------------------------------- List<Integer> hashPart = Arrays.asList(0); SelectOperator selectionPart = new SelectOperator( new LikePredicate(new ColumnReference(_sc, 1), new ValueSpecification(_sc, COLOR))); ProjectOperator projectionPart = new ProjectOperator(new int[] { 0 }); DataSourceComponent relationPart = new DataSourceComponent("PART", dataPath + "part" + extension, conf).setOutputPartKey(hashPart) .add(selectionPart).add(projectionPart); _queryBuilder.add(relationPart); // ------------------------------------------------------------------------------------- final List<Integer> hashLineitem = Arrays.asList(1); final ProjectOperator projectionLineitem = new ProjectOperator( new int[] { 0, 1, 2, 4, 5, 6 }); final DataSourceComponent relationLineitem = new DataSourceComponent( "LINEITEM", dataPath + "lineitem" + extension, conf) .setOutputPartKey(hashLineitem).add(projectionLineitem); _queryBuilder.add(relationLineitem); // ------------------------------------------------------------------------------------- List<Integer> hashPartsupp = Arrays.asList(0, 1); ProjectOperator projectionPartsupp = new ProjectOperator(new int[] { 0, 1, 3 }); DataSourceComponent relationPartsupp = new DataSourceComponent( "PARTSUPP", dataPath + "partsupp" + extension, conf) .setOutputPartKey(hashPartsupp).add(projectionPartsupp); _queryBuilder.add(relationPartsupp); // ------------------------------------------------------------------------------------- // set up aggregation function on the StormComponent(Bolt) where join is // SUM((LINEITEM.EXTENDEDPRICE*(1.0-LINEITEM.DISCOUNT))-(PARTSUPP.SUPPLYCOST * LINEITEM.QUANTITY)) // performed // 1 - discount ValueExpression<Double> substract = new Subtraction( new ValueSpecification(_doubleConv, 1.0), new ColumnReference( _doubleConv, 6)); // extendedPrice*(1-discount) ValueExpression<Double> product = new Multiplication( new ColumnReference(_doubleConv, 5), substract); // PARTSUPP.SUPPLYCOST * LINEITEM.QUANTITY ValueExpression<Double> product2 = new Multiplication( new ColumnReference(_doubleConv, 9), new ColumnReference(_doubleConv, 4)); // (LINEITEM.EXTENDEDPRICE*(1.0-LINEITEM.DISCOUNT))-(PARTSUPP.SUPPLYCOST * LINEITEM.QUANTITY) ValueExpression<Double> substract2 = new Subtraction(product, product2); AggregateOperator agg = new AggregateSumOperator(substract2, conf); HyperCubeJoinComponentFactory lastJoiner = new HyperCubeJoinComponentFactory(new Component[]{ relationPart, relationLineitem, relationPartsupp}); // PART: PARTKEY lastJoiner.addRelation(relationPart, new Type[]{_lc}, new String[]{"PARTKEY"}); // LINEITEM: ORDERKEY, PARTKEY, SUPPKEY, QUANTITY, EXTENDEDPRICE, DISCOUNT lastJoiner.addRelation(relationLineitem, new Type[]{_lc, _lc, _lc, _doubleConv, _doubleConv, _doubleConv}, new String[]{"ORDERKEY", "L_PARTKEY", "SUPPKEY", "QUANTITY", "EXTENDEDPRICE", "DISCOUNT"}, new int[]{1}); //PARTSUPP: PARTKEY, SUPPKEY, SUPPLYCOST lastJoiner.addRelation(relationPartsupp, new Type[]{_lc, _lc, _doubleConv}, new String[]{"PARTKEY", "SUPPKEY", "SUPPLYCOST"}); // Predicates ColumnReference colP_PARTKEY = new ColumnReference(_ic, 0); ColumnReference colL_PARTKEY = new ColumnReference(_ic, 1); ComparisonPredicate P_L_comp = new ComparisonPredicate(ComparisonPredicate.EQUAL_OP, colP_PARTKEY, colL_PARTKEY); lastJoiner.addPredicate("PARTLINEITEM", P_L_comp); ColumnReference colL_SUPPKEY = new ColumnReference(_ic, 2); ColumnReference colPS_SUPPKEY = new ColumnReference(_ic, 0); ComparisonPredicate L_PS_comp = new ComparisonPredicate(ComparisonPredicate.EQUAL_OP, colL_SUPPKEY, colPS_SUPPKEY); lastJoiner.addPredicate("LINEITEMPARTSUPP", L_PS_comp); _queryBuilder.add(lastJoiner.createHyperCubeJoinOperator().add(agg).setContentSensitiveThetaJoinWrapper(_ic)); } public QueryBuilder getQueryPlan() { return _queryBuilder; } }