/** * (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.runtime.instructions.cp; import com.ibm.bi.dml.parser.Expression.DataType; import com.ibm.bi.dml.parser.Expression.ValueType; import com.ibm.bi.dml.runtime.DMLRuntimeException; import com.ibm.bi.dml.runtime.instructions.Instruction; import com.ibm.bi.dml.runtime.instructions.InstructionUtils; import com.ibm.bi.dml.runtime.matrix.operators.Operator; public abstract class RelationalBinaryCPInstruction extends BinaryCPInstruction { public RelationalBinaryCPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, String opcode, String istr ) { super(op, in1, in2, out, opcode, istr); _cptype = CPINSTRUCTION_TYPE.RelationalBinary; } public static Instruction parseInstruction ( String str ) throws DMLRuntimeException { InstructionUtils.checkNumFields (str, 3); CPOperand in1 = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN); CPOperand in2 = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN); CPOperand out = new CPOperand("", ValueType.UNKNOWN, DataType.UNKNOWN); String opcode = parseBinaryInstruction(str, in1, in2, out); // TODO: Relational operations need not have value type checking ValueType vt1 = in1.getValueType(); DataType dt1 = in1.getDataType(); ValueType vt2 = in2.getValueType(); DataType dt2 = in2.getDataType(); DataType dt3 = out.getDataType(); //if ( vt3 != ValueType.BOOLEAN ) // throw new DMLRuntimeException("Unexpected ValueType in RelationalCPInstruction: " + str); if ( vt1 == ValueType.BOOLEAN && !opcode.equalsIgnoreCase("==") && !opcode.equalsIgnoreCase("!=") ) throw new DMLRuntimeException("Operation " + opcode + " can not be applied on boolean values " + "(Instruction = " + str + ")."); //prithvi TODO //make sure these checks belong here //if either input is a matrix, then output //has to be a matrix if((dt1 == DataType.MATRIX || dt2 == DataType.MATRIX) && dt3 != DataType.MATRIX) throw new DMLRuntimeException("Element-wise matrix operations between variables " + in1.getName() + " and " + in2.getName() + " must produce a matrix, which " + out.getName() + " is not"); Operator operator = (dt1 != dt2) ? InstructionUtils.parseScalarBinaryOperator(opcode, (dt1 == DataType.SCALAR)) : InstructionUtils.parseBinaryOperator(opcode); //for scalar relational operations we only allow boolean operands //or when both operands are numeric (int or double) if(dt1 == DataType.SCALAR && dt2 == DataType.SCALAR){ if (!( (vt1 == ValueType.BOOLEAN && vt2 == ValueType.BOOLEAN) ||(vt1 == ValueType.STRING && vt2 == ValueType.STRING) ||( (vt1 == ValueType.DOUBLE || vt1 == ValueType.INT) && (vt2 == ValueType.DOUBLE || vt2 == ValueType.INT)))) { throw new DMLRuntimeException("unexpected value-type in " + "Relational Binary Instruction " + "involving scalar operands."); } return new ScalarScalarRelationalCPInstruction(operator, in1, in2, out, opcode, str); }else if (dt1 == DataType.MATRIX || dt2 == DataType.MATRIX){ if(dt1 == DataType.MATRIX && dt2 == DataType.MATRIX) return new MatrixMatrixRelationalCPInstruction(operator, in1, in2, out, opcode, str); else return new ScalarMatrixRelationalCPInstruction(operator, in1, in2, out, opcode, str); } return null; } }