/** * (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.compile.JobType; import com.ibm.bi.dml.parser.Expression.*; /** * Lop to perform binary operation. Both inputs must be matrices or vectors. * Example - A = B + C, where B and C are matrices or vectors. */ public class Binary extends Lop { public enum OperationTypes { ADD, SUBTRACT, MULTIPLY, DIVIDE, MINUS1_MULTIPLY, MODULUS, INTDIV, MATMULT, LESS_THAN, LESS_THAN_OR_EQUALS, GREATER_THAN, GREATER_THAN_OR_EQUALS, EQUALS, NOT_EQUALS, AND, OR, MAX, MIN, POW, SOLVE, NOTSUPPORTED }; private OperationTypes operation; private int numThreads = -1; /** * Constructor to perform a binary operation. * @param input * @param op */ public Binary(Lop input1, Lop input2, OperationTypes op, DataType dt, ValueType vt, ExecType et) { this(input1, input2, op, dt, vt, et, 1); } public Binary(Lop input1, Lop input2, OperationTypes op, DataType dt, ValueType vt, ExecType et, int k) { super(Lop.Type.Binary, dt, vt); init(input1, input2, op, dt, vt, et); numThreads = k; } private void init(Lop input1, Lop input2, OperationTypes op, DataType dt, ValueType vt, ExecType et) { operation = op; this.addInput(input1); this.addInput(input2); input1.addOutput(this); input2.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 if ( et == ExecType.CP || et == ExecType.SPARK ){ lps.addCompatibility(JobType.INVALID); this.lps.setProperties( inputs, et, ExecLocation.ControlProgram, breaksAlignment, aligner, definesMRJob ); } } @Override public String toString() { return " Operation: " + operation; } /** * method to get operation type * @return */ public OperationTypes getOperationType() { return operation; } private String getOpcode() { return getOpcode( operation ); } public static String getOpcode( OperationTypes op ) { switch(op) { /* Arithmetic */ case ADD: return "+"; case SUBTRACT: return "-"; case MULTIPLY: return "*"; case DIVIDE: return "/"; case MODULUS: return "%%"; case INTDIV: return "%/%"; case MATMULT: return "ba+*"; case MINUS1_MULTIPLY: return "1-*"; /* Relational */ case LESS_THAN: return "<"; case LESS_THAN_OR_EQUALS: return "<="; case GREATER_THAN: return ">"; case GREATER_THAN_OR_EQUALS: return ">="; case EQUALS: return "=="; case NOT_EQUALS: return "!="; /* Boolean */ case AND: return "&&"; case OR: return "||"; /* Builtin Functions */ case MIN: return "min"; case MAX: return "max"; case POW: return "^"; case SOLVE: return "solve"; default: throw new UnsupportedOperationException("Instruction is not defined for Binary operation: " + op); } } @Override public String getInstructions(String input1, String input2, String output) throws LopsException { StringBuilder sb = new StringBuilder(); sb.append( getExecType() ); sb.append( OPERAND_DELIMITOR ); sb.append( getOpcode() ); sb.append( OPERAND_DELIMITOR ); sb.append ( getInputs().get(0).prepInputOperand(input1)); sb.append( OPERAND_DELIMITOR ); sb.append ( getInputs().get(1).prepInputOperand(input2)); sb.append( OPERAND_DELIMITOR ); sb.append( this.prepOutputOperand(output)); //append degree of parallelism for matrix multiplications if( operation == OperationTypes.MATMULT && getExecType()==ExecType.CP ) { sb.append( OPERAND_DELIMITOR ); sb.append( numThreads ); } return sb.toString(); } @Override public String getInstructions(int input_index1, int input_index2, int output_index) throws LopsException { return getInstructions(input_index1+"", input_index2+"", output_index+""); } }