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Declarative Machine Learning
/*
* 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.api.jmlc;
import java.util.HashMap;
import java.util.Set;
import org.apache.sysml.api.DMLException;
import org.apache.sysml.runtime.controlprogram.caching.MatrixObject;
import org.apache.sysml.runtime.instructions.cp.Data;
import org.apache.sysml.runtime.matrix.data.MatrixBlock;
import org.apache.sysml.runtime.util.DataConverter;
/**
* JMLC (Java Machine Learning Connector) API:
*
* NOTE: Currently fused API and implementation in order to reduce complexity.
*/
public class ResultVariables
{
private HashMap _out = null;
public ResultVariables()
{
_out = new HashMap();
}
public Set getVariableNames()
{
return _out.keySet();
}
public int size()
{
return _out.size();
}
/**
*
* @param var
* @return
* @throws DMLException
*/
public double[][] getMatrix(String varname)
throws DMLException
{
if( !_out.containsKey(varname) )
throw new DMLException("Non-existing output variable: "+varname);
double[][] ret = null;
Data dat = _out.get(varname);
//basic checks for data type
if( !(dat instanceof MatrixObject) )
throw new DMLException("Expected matrix result '"+varname+"' not a matrix.");
//convert output matrix to double array
MatrixObject mo = (MatrixObject)dat;
MatrixBlock mb = mo.acquireRead();
ret = DataConverter.convertToDoubleMatrix(mb);
mo.release();
return ret;
}
/**
*
*
* @param ovar
* @param data
*/
protected void addResult(String ovar, Data data)
{
_out.put(ovar, data);
}
}