/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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 org.apache.sysml.runtime.instructions.spark; import org.apache.sysml.lops.BinaryM.VectorType; import org.apache.sysml.lops.Lop; import org.apache.sysml.parser.Expression.DataType; import org.apache.sysml.parser.Expression.ValueType; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.instructions.cp.CPOperand; import org.apache.sysml.runtime.matrix.operators.Operator; public abstract class ArithmeticBinarySPInstruction extends BinarySPInstruction { public ArithmeticBinarySPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, String opcode, String istr) { super(op, in1, in2, out, opcode, istr); _sptype = SPINSTRUCTION_TYPE.ArithmeticBinary; } public static ArithmeticBinarySPInstruction parseInstruction ( String str ) throws DMLRuntimeException { 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 = null; boolean isBroadcast = false; VectorType vtype = null; if(str.startsWith("SPARK"+Lop.OPERAND_DELIMITOR+"map")) { String[] parts = InstructionUtils.getInstructionPartsWithValueType(str); InstructionUtils.checkNumFields ( parts, 5 ); opcode = parts[0]; in1.split(parts[1]); in2.split(parts[2]); out.split(parts[3]); vtype = VectorType.valueOf(parts[5]); isBroadcast = true; } else { opcode = parseBinaryInstruction(str, in1, in2, out); } // Arithmetic operations must be performed on DOUBLE or INT DataType dt1 = in1.getDataType(); DataType dt2 = in2.getDataType(); Operator operator = (dt1 != dt2) ? InstructionUtils.parseScalarBinaryOperator(opcode, (dt1 == DataType.SCALAR)) : InstructionUtils.parseExtendedBinaryOperator(opcode); if (dt1 == DataType.MATRIX || dt2 == DataType.MATRIX) { if(dt1 == DataType.MATRIX && dt2 == DataType.MATRIX) { if(isBroadcast) return new MatrixBVectorArithmeticSPInstruction(operator, in1, in2, out, vtype, opcode, str); else return new MatrixMatrixArithmeticSPInstruction(operator, in1, in2, out, opcode, str); } else return new MatrixScalarArithmeticSPInstruction(operator, in1, in2, out, opcode, str); } return null; } }