/* * 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.mr; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.functionobjects.Builtin; import org.apache.sysml.runtime.functionobjects.Multiply; import org.apache.sysml.runtime.functionobjects.Plus; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.matrix.data.MatrixBlock; import org.apache.sysml.runtime.matrix.data.MatrixValue; import org.apache.sysml.runtime.matrix.mapred.CachedValueMap; import org.apache.sysml.runtime.matrix.mapred.IndexedMatrixValue; import org.apache.sysml.runtime.matrix.operators.BinaryOperator; import org.apache.sysml.runtime.matrix.operators.UnaryOperator; public class CumulativeOffsetInstruction extends BinaryInstruction { private BinaryOperator _bop = null; private UnaryOperator _uop = null; public CumulativeOffsetInstruction(byte in1, byte in2, byte out, String opcode, String istr) { super(null, in1, in2, out, istr); if( "bcumoffk+".equals(opcode) ) { _bop = new BinaryOperator(Plus.getPlusFnObject()); _uop = new UnaryOperator(Builtin.getBuiltinFnObject("ucumk+")); } else if( "bcumoff*".equals(opcode) ){ _bop = new BinaryOperator(Multiply.getMultiplyFnObject()); _uop = new UnaryOperator(Builtin.getBuiltinFnObject("ucum*")); } else if( "bcumoffmin".equals(opcode) ){ _bop = new BinaryOperator(Builtin.getBuiltinFnObject("min")); _uop = new UnaryOperator(Builtin.getBuiltinFnObject("ucummin")); } else if( "bcumoffmax".equals(opcode) ){ _bop = new BinaryOperator(Builtin.getBuiltinFnObject("max")); _uop = new UnaryOperator(Builtin.getBuiltinFnObject("ucummax")); } } public static CumulativeOffsetInstruction parseInstruction ( String str ) throws DMLRuntimeException { InstructionUtils.checkNumFields ( str, 3 ); String[] parts = InstructionUtils.getInstructionParts ( str ); String opcode = parts[0]; byte in1 = Byte.parseByte(parts[1]); byte in2 = Byte.parseByte(parts[2]); byte out = Byte.parseByte(parts[3]); return new CumulativeOffsetInstruction(in1, in2, out, opcode, str); } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLRuntimeException { IndexedMatrixValue in1 = cachedValues.getFirst(input1); //original data IndexedMatrixValue in2 = cachedValues.getFirst(input2); //offset row vector if( in1 == null || in2 == null ) throw new DMLRuntimeException("Unexpected empty input (left="+((in1==null)?"null":in1.getIndexes()) +", right="+((in2==null)?"null":in2.getIndexes())+")."); //prepare inputs and outputs IndexedMatrixValue out = cachedValues.holdPlace(output, valueClass); MatrixBlock data = (MatrixBlock) in1.getValue(); MatrixBlock offset = (MatrixBlock) in2.getValue(); MatrixBlock blk = (MatrixBlock) out.getValue(); blk.reset(data.getNumRows(), data.getNumColumns()); //blockwise offset aggregation and prefix sum computation MatrixBlock data2 = new MatrixBlock(data); //cp data MatrixBlock fdata2 = data2.sliceOperations(0, 0, 0, data2.getNumColumns()-1, new MatrixBlock()); //1-based fdata2.binaryOperationsInPlace(_bop, offset); //sum offset to first row data2.copy(0, 0, 0, data2.getNumColumns()-1, fdata2, true); //0-based data2.unaryOperations(_uop, blk); //compute columnwise prefix sums/prod/min/max //set output indexes out.getIndexes().setIndexes(in1.getIndexes()); } }