/** * (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.mr; import java.util.ArrayList; 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.MatrixCharacteristics; import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock; import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes; import com.ibm.bi.dml.runtime.matrix.data.MatrixValue; import com.ibm.bi.dml.runtime.matrix.mapred.CachedValueMap; import com.ibm.bi.dml.runtime.matrix.mapred.IndexedMatrixValue; /** * * */ public class CumulativeSplitInstruction extends UnaryInstruction { private MatrixCharacteristics _mcIn = null; private long _lastRowBlockIndex = -1; private double _initValue = 0; public CumulativeSplitInstruction(byte in, byte out, double init, String istr) { super(null, in, out, istr); _initValue = init; } public void setMatrixCharacteristics( MatrixCharacteristics mcIn ) { _mcIn = mcIn; _lastRowBlockIndex = (long)Math.ceil((double)_mcIn.getRows()/_mcIn.getRowsPerBlock()); } public static Instruction parseInstruction ( String str ) throws DMLRuntimeException { InstructionUtils.checkNumFields ( str, 3 ); String[] parts = InstructionUtils.getInstructionParts ( str ); byte in = Byte.parseByte(parts[1]); byte out = Byte.parseByte(parts[2]); double init = Double.parseDouble(parts[3]); return new CumulativeSplitInstruction(in, out, init, str); } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLUnsupportedOperationException, DMLRuntimeException { ArrayList<IndexedMatrixValue> blkList = cachedValues.get(input); if( blkList == null ) return; for(IndexedMatrixValue in1 : blkList) { if(in1==null) continue; MatrixIndexes inix = in1.getIndexes(); MatrixBlock blk = (MatrixBlock)in1.getValue(); long rixOffset = (inix.getRowIndex()-1)*blockRowFactor; boolean firstBlk = (inix.getRowIndex() == 1); boolean lastBlk = (inix.getRowIndex() == _lastRowBlockIndex ); //introduce offsets w/ init value for first row if( firstBlk ) { IndexedMatrixValue out = cachedValues.holdPlace(output, valueClass); ((MatrixBlock) out.getValue()).reset(1,blk.getNumColumns()); if( _initValue != 0 ){ for( int j=0; j<blk.getNumColumns(); j++ ) ((MatrixBlock) out.getValue()).appendValue(0, j, _initValue); } out.getIndexes().setIndexes(1, inix.getColumnIndex()); } //output splitting (shift by one), preaggregated offset used by subsequent block for( int i=0; i<blk.getNumRows(); i++ ) if( !(lastBlk && i==(blk.getNumRows()-1)) ) //ignore last row { IndexedMatrixValue out = cachedValues.holdPlace(output, valueClass); MatrixBlock tmpBlk = (MatrixBlock) out.getValue(); tmpBlk.reset(1,blk.getNumColumns()); blk.sliceOperations(i, i, 0, blk.getNumColumns()-1, tmpBlk); out.getIndexes().setIndexes(rixOffset+i+2, inix.getColumnIndex()); } } } }