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JPMML Python to PMML converter
/*
* Copyright (c) 2022 Villu Ruusmann
*
* This file is part of JPMML-Python
*
* JPMML-Python is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-Python is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-Python. If not, see .
*/
package pandas;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import net.razorvine.pickle.PickleException;
import numpy.core.NDArray;
import org.jpmml.python.CythonObject;
import org.jpmml.python.HasArray;
public class NDArrayBacked extends CythonObject implements HasArray {
public NDArrayBacked(String module, String name){
super(module, name);
}
@Override
public void __setstate__(Object[] args){
if(args.length == 1){
HashMap state = (HashMap)args[0];
super.__setstate__(state);
} else
if(args.length == 3){
Object[] stateArgs;
if(args[0] instanceof NDArray){
stateArgs = new Object[]{args[0], args[1]};
} else
if(args[1] instanceof NDArray){
stateArgs = new Object[]{args[1], args[0]};
} else
{
throw new PickleException(Arrays.toString(args));
}
super.__setstate__(SETSTATE_ATTRIBUTES, stateArgs);
// Re-execute with truncated arguments
if(args[2] instanceof Map){
this.__setstate__(new Object[]{args[2]});
}
} else
{
throw new PickleException(Arrays.toString(args));
}
}
@Override
public List> getArrayContent(){
NDArray content = getContent();
return content.getArrayContent();
}
@Override
public int[] getArrayShape(){
NDArray content = getContent();
return content.getArrayShape();
}
@Override
public Object getArrayType(){
return getDType();
}
public NDArray getContent(){
return getNDArray();
}
public NDArray getNDArray(){
return get("_ndarray", NDArray.class);
}
public Object getDType(){
return getOptionalObject("_dtype");
}
private static final String[] SETSTATE_ATTRIBUTES = {
"_ndarray",
"_dtype"
};
}
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