/* * 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.ArrayList; import java.util.Arrays; import java.util.Date; import java.util.Map; 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.theta.ThetaJoinComponentFactory; 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.AndPredicate; import ch.epfl.data.squall.predicates.BetweenPredicate; import ch.epfl.data.squall.predicates.ComparisonPredicate; import ch.epfl.data.squall.predicates.OrPredicate; 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.StringType; import ch.epfl.data.squall.types.Type; public class ThetaTPCH7_CustomPlan extends QueryPlan { private static Logger LOG = Logger.getLogger(ThetaTPCH7_CustomPlan.class); private QueryBuilder _queryBuilder = new QueryBuilder(); private static final IntegerType _ic = new IntegerType(); private static final String _date1Str = "1995-01-01"; private static final String _date2Str = "1996-12-31"; // private static final String _firstCountryName = "FRANCE"; // private static final String _secondCountryName = "GERMANY"; private static final String _firstCountryName = "PERU"; private static final String _secondCountryName = "ETHIOPIA"; 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 ThetaTPCH7_CustomPlan(String dataPath, String extension, Map conf) { int Theta_JoinType = ThetaQueryPlansParameters.getThetaJoinType(conf); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashNation2 = new ArrayList<Integer>( Arrays.asList(1)); SelectOperator selectionNation2 = new SelectOperator(new OrPredicate( new ComparisonPredicate(new ColumnReference(_sc, 1), new ValueSpecification(_sc, _firstCountryName)), new ComparisonPredicate(new ColumnReference(_sc, 1), new ValueSpecification(_sc, _secondCountryName)))); ProjectOperator projectionNation2 = new ProjectOperator(new int[] { 1, 0 }); DataSourceComponent relationNation2 = new DataSourceComponent( "NATION2", dataPath + "nation" + extension) .setOutputPartKey(hashNation2).add(selectionNation2) .add(projectionNation2); _queryBuilder.add(relationNation2); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashCustomer = new ArrayList<Integer>( Arrays.asList(1)); ProjectOperator projectionCustomer = new ProjectOperator(new int[] { 0, 3 }); DataSourceComponent relationCustomer = new DataSourceComponent( "CUSTOMER", dataPath + "customer" + extension) .setOutputPartKey(hashCustomer).add(projectionCustomer); _queryBuilder.add(relationCustomer); // ------------------------------------------------------------------------------------- ColumnReference colN = new ColumnReference(_ic, 1); ColumnReference colC = new ColumnReference(_ic, 1); ComparisonPredicate N_C_comp = new ComparisonPredicate( ComparisonPredicate.EQUAL_OP, colN, colC); Component N_Cjoin = ThetaJoinComponentFactory .createThetaJoinOperator(Theta_JoinType, relationNation2, relationCustomer, _queryBuilder) .add(new ProjectOperator(new int[] { 0, 2 })) .setJoinPredicate(N_C_comp); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashOrders = new ArrayList<Integer>(Arrays.asList(1)); ProjectOperator projectionOrders = new ProjectOperator( new int[] { 0, 1 }); DataSourceComponent relationOrders = new DataSourceComponent("ORDERS", dataPath + "orders" + extension).setOutputPartKey(hashOrders) .add(projectionOrders); _queryBuilder.add(relationOrders); // ------------------------------------------------------------------------------------- ColumnReference colN_C = new ColumnReference(_ic, 1); ColumnReference colO = new ColumnReference(_ic, 1); ComparisonPredicate N_C_O_comp = new ComparisonPredicate( ComparisonPredicate.EQUAL_OP, colN_C, colO); Component N_C_Ojoin = ThetaJoinComponentFactory .createThetaJoinOperator(Theta_JoinType, N_Cjoin, relationOrders, _queryBuilder) .add(new ProjectOperator(new int[] { 0, 2 })) .setJoinPredicate(N_C_O_comp) .setOutputPartKey(Arrays.asList(1)); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashSupplier = new ArrayList<Integer>( Arrays.asList(1)); ProjectOperator projectionSupplier = new ProjectOperator(new int[] { 0, 3 }); DataSourceComponent relationSupplier = new DataSourceComponent( "SUPPLIER", dataPath + "supplier" + extension) .setOutputPartKey(hashSupplier).add(projectionSupplier); _queryBuilder.add(relationSupplier); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashNation1 = new ArrayList<Integer>( Arrays.asList(1)); ProjectOperator projectionNation1 = new ProjectOperator(new int[] { 1, 0 }); DataSourceComponent relationNation1 = new DataSourceComponent( "NATION1", dataPath + "nation" + extension) .setOutputPartKey(hashNation1).add(selectionNation2) .add(projectionNation1); _queryBuilder.add(relationNation1); // ------------------------------------------------------------------------------------- ColumnReference colS = new ColumnReference(_ic, 1); ColumnReference colN2 = new ColumnReference(_ic, 1); ComparisonPredicate S_N_comp = new ComparisonPredicate( ComparisonPredicate.EQUAL_OP, colS, colN2); Component S_Njoin = ThetaJoinComponentFactory .createThetaJoinOperator(Theta_JoinType, relationSupplier, relationNation1, _queryBuilder) .add(new ProjectOperator(new int[] { 0, 2 })) .setJoinPredicate(S_N_comp); // .setHashIndexes(new ArrayList<Integer>(Arrays.asList(0))); // ------------------------------------------------------------------------------------- ArrayList<Integer> hashLineitem = new ArrayList<Integer>( Arrays.asList(2)); SelectOperator selectionLineitem = new SelectOperator( new BetweenPredicate(new ColumnReference(_dateConv, 10), true, new ValueSpecification(_dateConv, _date1), true, new ValueSpecification(_dateConv, _date2))); // first field in projection ValueExpression extractYear = new IntegerYearFromDate( new ColumnReference<Date>(_dateConv, 10)); // second field in projection // 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); // third field in projection ColumnReference supplierKey = new ColumnReference(_sc, 2); // forth field in projection ColumnReference orderKey = new ColumnReference(_sc, 0); ProjectOperator projectionLineitem = new ProjectOperator(extractYear, product, supplierKey, orderKey); DataSourceComponent relationLineitem = new DataSourceComponent( "LINEITEM", dataPath + "lineitem" + extension) .setOutputPartKey(hashLineitem).add(selectionLineitem) .add(projectionLineitem); _queryBuilder.add(relationLineitem); // ------------------------------------------------------------------------------------- ColumnReference colL = new ColumnReference(_ic, 2); ColumnReference colS_N = new ColumnReference(_ic, 0); ComparisonPredicate L_S_N_comp = new ComparisonPredicate( ComparisonPredicate.EQUAL_OP, colL, colS_N); // AggregateCountOperator agg= new AggregateCountOperator(conf); Component L_S_Njoin = ThetaJoinComponentFactory .createThetaJoinOperator(Theta_JoinType, relationLineitem, S_Njoin, _queryBuilder) .add(new ProjectOperator(new int[] { 5, 0, 1, 3 })) .setJoinPredicate(L_S_N_comp) .setOutputPartKey(Arrays.asList(3)) // .addOperator(agg) ; // ------------------------------------------------------------------------------------- // set up aggregation function on the same StormComponent(Bolt) where // the last join is SelectOperator so = new SelectOperator( new OrPredicate( new AndPredicate( new ComparisonPredicate(new ColumnReference( _sc, 0), new ValueSpecification(_sc, _firstCountryName)), new ComparisonPredicate(new ColumnReference( _sc, 2), new ValueSpecification(_sc, _secondCountryName))), new AndPredicate( new ComparisonPredicate(new ColumnReference( _sc, 0), new ValueSpecification(_sc, _secondCountryName)), new ComparisonPredicate(new ColumnReference( _sc, 2), new ValueSpecification(_sc, _firstCountryName))))); AggregateOperator agg = new AggregateSumOperator(new ColumnReference( _doubleConv, 4), conf) .setGroupByColumns(new ArrayList<Integer>(Arrays .asList(2, 0, 3))); ColumnReference colN_C_O = new ColumnReference(_ic, 1); ColumnReference colL_S_N = new ColumnReference(_ic, 3); ComparisonPredicate N_C_O_L_S_N_comp = new ComparisonPredicate( ComparisonPredicate.EQUAL_OP, colN_C_O, colL_S_N); Component N_C_O_L_S_Njoin = ThetaJoinComponentFactory .createThetaJoinOperator(Theta_JoinType, N_C_Ojoin, L_S_Njoin, _queryBuilder).add(so).add(agg) .setJoinPredicate(N_C_O_L_S_N_comp) .setContentSensitiveThetaJoinWrapper(_ic); // ------------------------------------------------------------------------------------- } @Override public QueryBuilder getQueryPlan() { return _queryBuilder; } }