/** * (C) Copyright IBM Corp. 2010, 2015 * * 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 com.ibm.bi.dml.lops; import com.ibm.bi.dml.lops.LopProperties.ExecLocation; import com.ibm.bi.dml.lops.LopProperties.ExecType; import com.ibm.bi.dml.lops.PartialAggregate.CorrectionLocationType; import com.ibm.bi.dml.lops.compile.JobType; import com.ibm.bi.dml.parser.Expression.*; /** * Lop to represent an aggregation. * It is used in rowsum, colsum, etc. */ public class Aggregate extends Lop { /** Aggregate operation types **/ public enum OperationTypes { Sum, Product, Min, Max, Trace, KahanSum, KahanSumSq, KahanTrace, Mean,MaxIndex, MinIndex } OperationTypes operation; private boolean isCorrectionUsed = false; private CorrectionLocationType correctionLocation = CorrectionLocationType.INVALID; /** * @param input - input lop * @param op - operation type */ public Aggregate(Lop input, Aggregate.OperationTypes op, DataType dt, ValueType vt ) { super(Lop.Type.Aggregate, dt, vt); init ( input, op, dt, vt, ExecType.MR ); } public Aggregate(Lop input, Aggregate.OperationTypes op, DataType dt, ValueType vt, ExecType et ) { super(Lop.Type.Aggregate, dt, vt); init ( input, op, dt, vt, et ); } private void init (Lop input, Aggregate.OperationTypes op, DataType dt, ValueType vt, ExecType et ) { operation = op; this.addInput(input); input.addOutput(this); boolean breaksAlignment = false; boolean aligner = false; boolean definesMRJob = false; if ( et == ExecType.MR ) { lps.addCompatibility(JobType.GMR); lps.addCompatibility(JobType.DATAGEN); lps.addCompatibility(JobType.REBLOCK); this.lps.setProperties( inputs, et, ExecLocation.Reduce, breaksAlignment, aligner, definesMRJob ); } else { lps.addCompatibility(JobType.INVALID); this.lps.setProperties( inputs, et, ExecLocation.ControlProgram, breaksAlignment, aligner, definesMRJob ); } } // this function must be invoked during hop-to-lop translation public void setupCorrectionLocation(CorrectionLocationType loc) { if (operation == OperationTypes.KahanSum || operation == OperationTypes.KahanSumSq || operation == OperationTypes.KahanTrace || operation == OperationTypes.Mean) { isCorrectionUsed = true; correctionLocation = loc; } } /** * for debugging purposes. */ public String toString() { return "Operation: " + operation; } /** * method to get operation type * @return */ public OperationTypes getOperationType() { return operation; } private String getOpcode() { switch(operation) { case Sum: case Trace: return "a+"; case Mean: return "amean"; case Product: return "a*"; case Min: return "amin"; case Max: return "amax"; case MaxIndex: return "arimax"; case MinIndex: return "arimin"; case KahanSum: case KahanTrace: return "ak+"; case KahanSumSq: return "asqk+"; default: throw new UnsupportedOperationException(this.printErrorLocation() + "Instruction is not defined for Aggregate operation: " + operation); } } @Override public String getInstructions(String input1, String output) throws LopsException { String opcode = getOpcode(); StringBuilder sb = new StringBuilder(); sb.append( getExecType() ); sb.append( OPERAND_DELIMITOR ); sb.append( opcode ); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(0).prepInputOperand(input1)); sb.append( OPERAND_DELIMITOR ); sb.append( this.prepOutputOperand(output)); return sb.toString(); } @Override public String getInstructions(int input_index, int output_index) throws LopsException { boolean isCorrectionApplicable = false; String opcode = getOpcode(); if (operation == OperationTypes.Mean || operation == OperationTypes.KahanSum || operation == OperationTypes.KahanSumSq || operation == OperationTypes.KahanTrace) isCorrectionApplicable = true; StringBuilder sb = new StringBuilder(); sb.append( getExecType() ); sb.append( OPERAND_DELIMITOR ); sb.append( opcode ); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(0).prepInputOperand(input_index)); sb.append( OPERAND_DELIMITOR ); sb.append( this.prepOutputOperand(output_index)); if ( isCorrectionApplicable ) { // add correction information to the instruction sb.append( OPERAND_DELIMITOR ); sb.append( isCorrectionUsed ); sb.append( OPERAND_DELIMITOR ); sb.append( correctionLocation ); } return sb.toString(); } }