/* * 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.shj; import java.util.Arrays; 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.IntegerYearFromDate; 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 TPCH8Plan extends QueryPlan { private static Logger LOG = Logger.getLogger(TPCH8Plan.class); private final QueryBuilder _queryBuilder = new QueryBuilder(); private static final String _region = "AMERICA"; private static final String _type = "ECONOMY ANODIZED STEEL"; private static final String _date1Str = "1995-01-01"; private static final String _date2Str = "1996-12-31"; private static final Type<Date> _dateConv = new DateType(); private static final NumericType<Double> _doubleConv = new DoubleType(); private static final Type<String> _sc = new StringType(); private static final Date _date1 = _dateConv.fromString(_date1Str); private static final Date _date2 = _dateConv.fromString(_date2Str); public TPCH8Plan(String dataPath, String extension, Map conf) { // ------------------------------------------------------------------------------------- final List<Integer> hashRegion = Arrays.asList(0); final SelectOperator selectionRegion = new SelectOperator( new ComparisonPredicate(new ColumnReference(_sc, 1), new ValueSpecification(_sc, _region))); final ProjectOperator projectionRegion = new ProjectOperator( new int[] { 0 }); final DataSourceComponent relationRegion = new DataSourceComponent( "REGION", dataPath + "region" + extension) .setOutputPartKey(hashRegion).add(selectionRegion) .add(projectionRegion); _queryBuilder.add(relationRegion); // ------------------------------------------------------------------------------------- final List<Integer> hashNation1 = Arrays.asList(1); final ProjectOperator projectionNation1 = new ProjectOperator( new int[] { 0, 2 }); final DataSourceComponent relationNation1 = new DataSourceComponent( "NATION1", dataPath + "nation" + extension).setOutputPartKey( hashNation1).add(projectionNation1); _queryBuilder.add(relationNation1); // ------------------------------------------------------------------------------------- final EquiJoinComponent R_Njoin = new EquiJoinComponent(relationRegion, relationNation1).add(new ProjectOperator(new int[] { 1 })) .setOutputPartKey(Arrays.asList(0)); _queryBuilder.add(R_Njoin); // ------------------------------------------------------------------------------------- final List<Integer> hashCustomer = Arrays.asList(0); final ProjectOperator projectionCustomer = new ProjectOperator( new int[] { 3, 0 }); final DataSourceComponent relationCustomer = new DataSourceComponent( "CUSTOMER", dataPath + "customer" + extension) .setOutputPartKey(hashCustomer).add(projectionCustomer); _queryBuilder.add(relationCustomer); // ------------------------------------------------------------------------------------- final EquiJoinComponent R_N_Cjoin = new EquiJoinComponent(R_Njoin, relationCustomer).add(new ProjectOperator(new int[] { 1 })) .setOutputPartKey(Arrays.asList(0)); _queryBuilder.add(R_N_Cjoin); // ------------------------------------------------------------------------------------- final List<Integer> hashSupplier = Arrays.asList(1); final ProjectOperator projectionSupplier = new ProjectOperator( new int[] { 0, 3 }); final DataSourceComponent relationSupplier = new DataSourceComponent( "SUPPLIER", dataPath + "supplier" + extension) .setOutputPartKey(hashSupplier).add(projectionSupplier); _queryBuilder.add(relationSupplier); // ------------------------------------------------------------------------------------- final List<Integer> hashNation2 = Arrays.asList(0); final ProjectOperator projectionNation2 = new ProjectOperator( new int[] { 0, 1 }); final DataSourceComponent relationNation2 = new DataSourceComponent( "NATION2", dataPath + "nation" + extension).setOutputPartKey( hashNation2).add(projectionNation2); _queryBuilder.add(relationNation2); // ------------------------------------------------------------------------------------- final EquiJoinComponent S_Njoin = new EquiJoinComponent( relationSupplier, relationNation2).add( new ProjectOperator(new int[] { 0, 2 })).setOutputPartKey( Arrays.asList(0)); _queryBuilder.add(S_Njoin); // ------------------------------------------------------------------------------------- final List<Integer> hashPart = Arrays.asList(0); final SelectOperator selectionPart = new SelectOperator( new ComparisonPredicate(new ColumnReference(_sc, 4), new ValueSpecification(_sc, _type))); final ProjectOperator projectionPart = new ProjectOperator( new int[] { 0 }); final DataSourceComponent relationPart = new DataSourceComponent( "PART", dataPath + "part" + extension) .setOutputPartKey(hashPart).add(selectionPart) .add(projectionPart); _queryBuilder.add(relationPart); // ------------------------------------------------------------------------------------- final List<Integer> hashLineitem = Arrays.asList(1); // first field in projection final ColumnReference orderKey = new ColumnReference(_sc, 0); // second field in projection final ColumnReference partKey = new ColumnReference(_sc, 1); // third field in projection final ColumnReference suppKey = new ColumnReference(_sc, 2); // forth field in projection final ValueExpression<Double> substract = new Subtraction( new ValueSpecification(_doubleConv, 1.0), new ColumnReference( _doubleConv, 6)); // extendedPrice*(1-discount) final ValueExpression<Double> product = new Multiplication( new ColumnReference(_doubleConv, 5), substract); final ProjectOperator projectionLineitem = new ProjectOperator( orderKey, partKey, suppKey, product); final DataSourceComponent relationLineitem = new DataSourceComponent( "LINEITEM", dataPath + "lineitem" + extension) .setOutputPartKey(hashLineitem).add(projectionLineitem); _queryBuilder.add(relationLineitem); // ------------------------------------------------------------------------------------- final EquiJoinComponent P_Ljoin = new EquiJoinComponent(relationPart, relationLineitem).add( new ProjectOperator(new int[] { 1, 2, 3 })).setOutputPartKey( Arrays.asList(0)); _queryBuilder.add(P_Ljoin); // ------------------------------------------------------------------------------------- final List<Integer> hashOrders = Arrays.asList(0); final SelectOperator selectionOrders = new SelectOperator( new BetweenPredicate(new ColumnReference(_dateConv, 4), true, new ValueSpecification(_dateConv, _date1), true, new ValueSpecification(_dateConv, _date2))); // first field in projection final ValueExpression OrdersOrderKey = new ColumnReference(_sc, 0); // second field in projection final ValueExpression OrdersCustKey = new ColumnReference(_sc, 1); // third field in projection final ValueExpression OrdersExtractYear = new IntegerYearFromDate( new ColumnReference<Date>(_dateConv, 4)); final ProjectOperator projectionOrders = new ProjectOperator( OrdersOrderKey, OrdersCustKey, OrdersExtractYear); final DataSourceComponent relationOrders = new DataSourceComponent( "ORDERS", dataPath + "orders" + extension) .setOutputPartKey(hashOrders).add(selectionOrders) .add(projectionOrders); _queryBuilder.add(relationOrders); // ------------------------------------------------------------------------------------- final EquiJoinComponent P_L_Ojoin = new EquiJoinComponent(P_Ljoin, relationOrders).add( new ProjectOperator(new int[] { 1, 2, 3, 4 })) .setOutputPartKey(Arrays.asList(0)); _queryBuilder.add(P_L_Ojoin); // ------------------------------------------------------------------------------------- final EquiJoinComponent S_N_P_L_Ojoin = new EquiJoinComponent(S_Njoin, P_L_Ojoin).add(new ProjectOperator(new int[] { 1, 2, 3, 4 })) .setOutputPartKey(Arrays.asList(2)); _queryBuilder.add(S_N_P_L_Ojoin); // ------------------------------------------------------------------------------------- final AggregateOperator agg = new AggregateSumOperator( new ColumnReference(_doubleConv, 2), conf) .setGroupByColumns(Arrays.asList(1, 3)); EquiJoinComponent finalComp = new EquiJoinComponent(R_N_Cjoin, S_N_P_L_Ojoin).add(agg); _queryBuilder.add(finalComp); // ------------------------------------------------------------------------------------- } @Override public QueryBuilder getQueryPlan() { return _queryBuilder; } }