/* * 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.debug; import java.util.Arrays; import java.util.Calendar; import java.util.Date; import java.util.List; import java.util.Map; import org.apache.log4j.Logger; import ch.epfl.data.squall.components.DataSourceComponent; import ch.epfl.data.squall.components.EquiJoinComponent; import ch.epfl.data.squall.expressions.ColumnReference; import ch.epfl.data.squall.expressions.DateSum; 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.BetweenPredicate; import ch.epfl.data.squall.predicates.ComparisonPredicate; import ch.epfl.data.squall.query_plans.QueryBuilder; import ch.epfl.data.squall.query_plans.QueryPlan; import ch.epfl.data.squall.types.DateType; import ch.epfl.data.squall.types.DoubleType; import ch.epfl.data.squall.types.NumericType; import ch.epfl.data.squall.types.StringType; import ch.epfl.data.squall.types.Type; public class TPCH10_CustomPlan extends QueryPlan { private static void computeDates() { // date2= date1 + 3 months // String date1Str = "1993-10-01"; // String date1Str = "1996-01-02"; String date1Str = "1996-12-01"; int interval = 3; int unit = Calendar.MONTH; // setting _date1 _date1 = _dc.fromString(date1Str); // setting _date2 ValueExpression<Date> date1Ve, date2Ve; date1Ve = new ValueSpecification<Date>(_dc, _date1); date2Ve = new DateSum(date1Ve, unit, interval); _date2 = date2Ve.eval(null); // tuple is set to null since we are computing based on constants } private static Logger LOG = Logger.getLogger(TPCH10_CustomPlan.class); private static final Type<Date> _dc = new DateType(); private static final NumericType<Double> _doubleConv = new DoubleType(); private static final StringType _sc = new StringType(); private QueryBuilder _queryBuilder = new QueryBuilder(); // query variables private static Date _date1, _date2; public TPCH10_CustomPlan(String dataPath, String extension, Map conf) { computeDates(); // ------------------------------------------------------------------------------------- List<Integer> hashCustomer = Arrays.asList(0); ProjectOperator projectionCustomer = new ProjectOperator(new int[] { 0, 1, 2, 3, 4, 5, 7 }); DataSourceComponent relationCustomer = new DataSourceComponent( "CUSTOMER", dataPath + "customer" + extension) .setOutputPartKey(hashCustomer).add(projectionCustomer); _queryBuilder.add(relationCustomer); // ------------------------------------------------------------------------------------- List<Integer> hashOrders = Arrays.asList(1); SelectOperator selectionOrders = new SelectOperator( new BetweenPredicate(new ColumnReference(_dc, 4), true, new ValueSpecification(_dc, _date1), false, new ValueSpecification(_dc, _date2))); ProjectOperator projectionOrders = new ProjectOperator( new int[] { 0, 1 }); DataSourceComponent relationOrders = new DataSourceComponent("ORDERS", dataPath + "orders" + extension).setOutputPartKey(hashOrders) .add(selectionOrders).add(projectionOrders); _queryBuilder.add(relationOrders); // ------------------------------------------------------------------------------------- EquiJoinComponent C_Ojoin = new EquiJoinComponent(relationCustomer, relationOrders).setOutputPartKey(Arrays.asList(3)); _queryBuilder.add(C_Ojoin); // ------------------------------------------------------------------------------------- List<Integer> hashNation = Arrays.asList(0); ProjectOperator projectionNation = new ProjectOperator( new int[] { 0, 1 }); DataSourceComponent relationNation = new DataSourceComponent("NATION", dataPath + "nation" + extension).setOutputPartKey(hashNation) .add(projectionNation); _queryBuilder.add(relationNation); // ------------------------------------------------------------------------------------- EquiJoinComponent C_O_Njoin = new EquiJoinComponent(C_Ojoin, relationNation).add( new ProjectOperator(new int[] { 0, 1, 2, 4, 5, 6, 7, 8 })) .setOutputPartKey(Arrays.asList(6)); _queryBuilder.add(C_O_Njoin); // ------------------------------------------------------------------------------------- List<Integer> hashLineitem = Arrays.asList(0); SelectOperator selectionLineitem = new SelectOperator( new ComparisonPredicate(new ColumnReference(_sc, 8), new ValueSpecification(_sc, "N"))); ProjectOperator projectionLineitem = new ProjectOperator(new int[] { 0, 5, 6 }); DataSourceComponent relationLineitem = new DataSourceComponent( "LINEITEM", dataPath + "lineitem" + extension) .setOutputPartKey(hashLineitem).add(selectionLineitem) .add(projectionLineitem); _queryBuilder.add(relationLineitem); // ------------------------------------------------------------------------------------- // set up aggregation function on the StormComponent(Bolt) where join is // performed // 1 - discount ValueExpression<Double> substract = new Subtraction( new ValueSpecification(_doubleConv, 1.0), new ColumnReference( _doubleConv, 8)); // extendedPrice*(1-discount) ValueExpression<Double> product = new Multiplication( new ColumnReference(_doubleConv, 7), substract); AggregateOperator agg = new AggregateSumOperator(product, conf) .setGroupByColumns(Arrays.asList(0, 1, 4, 6, 2, 3, 5)); EquiJoinComponent C_O_N_Ljoin = new EquiJoinComponent(C_O_Njoin, relationLineitem).add( new ProjectOperator(new int[] { 0, 1, 2, 3, 4, 5, 7, 8, 9 })) .add(agg); _queryBuilder.add(C_O_N_Ljoin); // ------------------------------------------------------------------------------------- } @Override public QueryBuilder getQueryPlan() { return _queryBuilder; } }