/* * 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 java.util.ArrayList; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.matrix.MatrixCharacteristics; import org.apache.sysml.runtime.matrix.data.MatrixBlock; import org.apache.sysml.runtime.matrix.data.MatrixIndexes; import org.apache.sysml.runtime.matrix.data.MatrixValue; import org.apache.sysml.runtime.matrix.data.OperationsOnMatrixValues; import org.apache.sysml.runtime.matrix.mapred.CachedValueMap; import org.apache.sysml.runtime.matrix.mapred.IndexedMatrixValue; import org.apache.sysml.runtime.matrix.operators.AggregateUnaryOperator; import org.apache.sysml.runtime.matrix.operators.Operator; public class CumulativeAggregateInstruction extends AggregateUnaryInstruction { private MatrixCharacteristics _mcIn = null; public CumulativeAggregateInstruction(Operator op, byte in, byte out, String istr) { super(op, in, out, true, istr); } public void setMatrixCharacteristics( MatrixCharacteristics mcIn ) { _mcIn = mcIn; } public static CumulativeAggregateInstruction parseInstruction ( String str ) throws DMLRuntimeException { InstructionUtils.checkNumFields ( str, 2 ); String[] parts = InstructionUtils.getInstructionParts ( str ); String opcode = parts[0]; byte in = Byte.parseByte(parts[1]); byte out = Byte.parseByte(parts[2]); AggregateUnaryOperator aggun = InstructionUtils.parseCumulativeAggregateUnaryOperator(opcode); return new CumulativeAggregateInstruction(aggun, in, out, str); } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLRuntimeException { ArrayList<IndexedMatrixValue> blkList = cachedValues.get(input); if( blkList == null ) return; for(IndexedMatrixValue in1 : blkList) { if(in1==null) continue; MatrixIndexes inix = in1.getIndexes(); //output allocation IndexedMatrixValue out = cachedValues.holdPlace(output, valueClass); //process instruction OperationsOnMatrixValues.performAggregateUnary( inix, in1.getValue(), out.getIndexes(), out.getValue(), ((AggregateUnaryOperator)optr), blockRowFactor, blockColFactor); if( ((AggregateUnaryOperator)optr).aggOp.correctionExists ) ((MatrixBlock)out.getValue()).dropLastRowsOrColums(((AggregateUnaryOperator)optr).aggOp.correctionLocation); //cumsum expand partial aggregates long rlenOut = (long)Math.ceil((double)_mcIn.getRows()/blockRowFactor); long rixOut = (long)Math.ceil((double)inix.getRowIndex()/blockRowFactor); int rlenBlk = (int) Math.min(rlenOut-(rixOut-1)*blockRowFactor, blockRowFactor); int clenBlk = out.getValue().getNumColumns(); int posBlk = (int) ((inix.getRowIndex()-1) % blockRowFactor); MatrixBlock outBlk = new MatrixBlock(rlenBlk, clenBlk, false); outBlk.copy(posBlk, posBlk, 0, clenBlk-1, (MatrixBlock) out.getValue(), true); MatrixIndexes outIx = out.getIndexes(); outIx.setIndexes(rixOut, outIx.getColumnIndex()); out.set(outIx, outBlk); } } }