/** * (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.DMLUnsupportedOperationException; 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 ArithmeticBinaryCPInstruction extends BinaryCPInstruction { public ArithmeticBinaryCPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, String opcode, String istr ) { super(op, in1, in2, out, opcode, istr); _cptype = CPINSTRUCTION_TYPE.ArithmeticBinary; } public static Instruction parseInstruction ( String str ) throws DMLRuntimeException, DMLUnsupportedOperationException { 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); // Arithmetic operations must be performed on DOUBLE or INT ValueType vt1 = in1.getValueType(); DataType dt1 = in1.getDataType(); ValueType vt2 = in2.getValueType(); DataType dt2 = in2.getDataType(); ValueType vt3 = out.getValueType(); DataType dt3 = out.getDataType(); //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); if ( opcode.equalsIgnoreCase("+") && dt1 == DataType.SCALAR && dt2 == DataType.SCALAR) { return new ScalarScalarArithmeticCPInstruction(operator, in1, in2, out, opcode, str); } else if(dt1 == DataType.SCALAR && dt2 == DataType.SCALAR){ if ( (vt1 != ValueType.DOUBLE && vt1 != ValueType.INT) || (vt2 != ValueType.DOUBLE && vt2 != ValueType.INT) || (vt3 != ValueType.DOUBLE && vt3 != ValueType.INT) ) throw new DMLRuntimeException("Unexpected ValueType in ArithmeticInstruction."); //haven't we already checked for this above -- prithvi if ( vt1 != ValueType.DOUBLE && vt1 != ValueType.INT ) { throw new DMLRuntimeException("Unexpected ValueType (" + vt1 + ") in ArithmeticInstruction: " + str); } return new ScalarScalarArithmeticCPInstruction(operator, in1, in2, out, opcode, str); } else if (dt1 == DataType.MATRIX || dt2 == DataType.MATRIX){ if(vt1 == ValueType.STRING || vt2 == ValueType.STRING || vt3 == ValueType.STRING) throw new DMLUnsupportedOperationException("We do not support element-wise string operations on matrices " + in1.getName() + ", " + in2.getName() + " and " + out.getName()); if(dt1 == DataType.MATRIX && dt2 == DataType.MATRIX) return new MatrixMatrixArithmeticCPInstruction(operator, in1, in2, out, opcode, str); else return new ScalarMatrixArithmeticCPInstruction(operator, in1, in2, out, opcode, str); } return null; } }