/**
* (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.udf.lib;
import com.ibm.bi.dml.runtime.controlprogram.caching.MatrixObject;
import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock;
import com.ibm.bi.dml.udf.FunctionParameter;
import com.ibm.bi.dml.udf.Matrix;
import com.ibm.bi.dml.udf.PackageFunction;
import com.ibm.bi.dml.udf.PackageRuntimeException;
import com.ibm.bi.dml.udf.Matrix.ValueType;
/**
* Wrapper class for conversions of bit vectors to condensed position vectors.
* The semantics are equivalent to the following dml snippet:
* # bitvector into position vector, e.g., 1011 -> 1034
* Bv = seq(1,nrow(B)) * B;
* # gather positions into condensed vector
* V = removeEmpty(target=Bv, margin="rows");
*
* Note that the inverse operation would be a scatter that can be implemented
* via the following dml snippet:
* # position vector into bit vector, e.g., 1034 -> 1011
* B = table( V, 1 );
*/
public class GatherWrapper extends PackageFunction
{
private static final long serialVersionUID = 1L;
private static final String OUTPUT_FILE = "TMP";
//return matrix
private Matrix ret;
@Override
public int getNumFunctionOutputs()
{
return 1;
}
@Override
public FunctionParameter getFunctionOutput(int pos)
{
if(pos == 0)
return ret;
throw new PackageRuntimeException("Invalid function output being requested");
}
@Override
public void execute()
{
try
{
//get input and meta information
Matrix inM = (Matrix) getFunctionInput(0);
MatrixObject mo = inM.getMatrixObject();
MatrixBlock mb = mo.acquireRead();
int len1 = mb.getNumRows();
int len2 = (int) mb.getNonZeros();
//create condensed position vector
double[][] outM = new double[len2][1];
int pos = 0;
for( int i=0; i<len1; i++ ) {
double val = mb.quickGetValue(i, 0);
if( val != 0 )
outM[pos++][0] = i+1;
}
mo.release();
//create and copy output matrix
String dir = createOutputFilePathAndName( OUTPUT_FILE );
ret = new Matrix( dir, mb.getNonZeros(), 1, ValueType.Double );
ret.setMatrixDoubleArray(outM);
}
catch (Exception e)
{
throw new PackageRuntimeException("Error executing external order function", e);
}
}
}