/* * 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 ch.epfl.data.squall.types.IntegerType; 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.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.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; /* * SELECT TOP 10 L_ORDERKEY, SUM(L_EXTENDEDPRICE*(1-L_DISCOUNT)) AS REVENUE, O_ORDERDATE, O_SHIPPRIORITY FROM CUSTOMER, ORDERS, LINEITEM WHERE C_MKTSEGMENT = 'BUILDING' AND C_CUSTKEY = O_CUSTKEY AND L_ORDERKEY = O_ORDERKEY AND O_ORDERDATE < '1995-03-15' AND L_SHIPDATE > '1995-03-15' GROUP BY L_ORDERKEY, O_ORDERDATE, O_SHIPPRIORITY ORDER BY REVENUE DESC, O_ORDERDATE */ public class TPCH3Plan extends QueryPlan { private static Logger LOG = Logger.getLogger(TPCH3Plan.class); private static final String _customerMktSegment = "BUILDING"; private static final String _dateStr = "1995-03-15"; 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 _date = _dateConv.fromString(_dateStr); private final QueryBuilder _queryBuilder = new QueryBuilder(); public TPCH3Plan(String dataPath, String extension, Map conf) { // ------------------------------------------------------------------------------------- final List<Integer> hashCustomer = Arrays.asList(0); final SelectOperator selectionCustomer = new SelectOperator( new ComparisonPredicate(new ColumnReference(_sc, 6), new ValueSpecification(_sc, _customerMktSegment))); final ProjectOperator projectionCustomer = new ProjectOperator( new int[] { 0 }); final DataSourceComponent relationCustomer = new DataSourceComponent( "CUSTOMER", dataPath + "customer" + extension) .setOutputPartKey(hashCustomer).add(selectionCustomer) .add(projectionCustomer); _queryBuilder.add(relationCustomer); // ------------------------------------------------------------------------------------- final List<Integer> hashOrders = Arrays.asList(1); final SelectOperator selectionOrders = new SelectOperator( new ComparisonPredicate(ComparisonPredicate.LESS_OP, new ColumnReference(_dateConv, 4), new ValueSpecification(_dateConv, _date))); final ProjectOperator projectionOrders = new ProjectOperator(new int[] { 0, 1, 4, 7 }); final DataSourceComponent relationOrders = new DataSourceComponent( "ORDERS", dataPath + "orders" + extension) .setOutputPartKey(hashOrders).add(selectionOrders) .add(projectionOrders); _queryBuilder.add(relationOrders); // ------------------------------------------------------------------------------------- final EquiJoinComponent C_Ojoin = new EquiJoinComponent( relationCustomer, relationOrders).add( new ProjectOperator(new int[] { 1, 2, 3 })).setOutputPartKey( Arrays.asList(0)); _queryBuilder.add(C_Ojoin); // ------------------------------------------------------------------------------------- final List<Integer> hashLineitem = Arrays.asList(0); final SelectOperator selectionLineitem = new SelectOperator( new ComparisonPredicate(ComparisonPredicate.GREATER_OP, new ColumnReference(_dateConv, 10), new ValueSpecification(_dateConv, _date))); final ProjectOperator projectionLineitem = new ProjectOperator( new int[] { 0, 5, 6 }); final 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 final ValueExpression<Double> substract = new Subtraction( new ValueSpecification(_doubleConv, 1.0), new ColumnReference( _doubleConv, 4)); // extendedPrice*(1-discount) final ValueExpression<Double> product = new Multiplication( new ColumnReference(_doubleConv, 3), substract); final AggregateOperator agg = new AggregateSumOperator(product, conf) .setGroupByColumns(Arrays.asList(0, 1, 2)); EquiJoinComponent finalComp = new EquiJoinComponent(C_Ojoin, relationLineitem).add(agg); _queryBuilder.add(finalComp); // ------------------------------------------------------------------------------------- } @Override public QueryBuilder getQueryPlan() { return _queryBuilder; } }