org.apache.sysml.runtime.instructions.mr.CumulativeSplitInstruction Maven / Gradle / Ivy

Show more of this group Show more artifacts with this name
Show all versions of systemml Show documentation
Declarative Machine Learning
There is a newer version: 1.2.0
/*
 * 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.DMLUnsupportedOperationException;
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.mapred.CachedValueMap;
import org.apache.sysml.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 CumulativeSplitInstruction 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 valueClass, CachedValueMap cachedValues, 
			IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor)
		throws DMLUnsupportedOperationException, DMLRuntimeException 
	{	
		ArrayList 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