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JPMML Python to PMML converter
/*
* Copyright (c) 2019 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.core;
import java.util.Arrays;
import java.util.List;
import java.util.stream.Collectors;
import org.jpmml.python.ClassDictUtil;
import org.jpmml.python.CythonObject;
import org.jpmml.python.HasArray;
public class BlockManager extends CythonObject {
public BlockManager(String module, String name){
super(module, name);
}
@Override
public void __init__(Object[] args){
if(args.length == 0){
super.__init__(args);
} else
{
super.__setstate__(INIT_ATTRIBUTES, args);
}
}
@Override
public void __setstate__(Object[] args){
if(args.length > 3){
args = ClassDictUtil.extractArgs(args, 0, 3);
}
super.__setstate__(SETSTATE_ATTRIBUTES, args);
}
public Index getColumnAxis(){
List axesArray = getAxesArray();
ClassDictUtil.checkSize(2, axesArray);
return axesArray.get(0);
}
public Index getRowAxis(){
List axesArray = getAxesArray();
ClassDictUtil.checkSize(2, axesArray);
return axesArray.get(1);
}
public List getAxesArray(){
if(hasattr("axes_array")){
return getIndexList("axes_array");
}
// Pandas 1.3+
return getIndexList("axes");
}
public List getBlockItems(){
if(hasattr("block_items")){
return getIndexList("block_items");
}
// Pandas 1.3+
throw new UnsupportedOperationException();
}
public BlockManager setBlockItems(List blockItems){
setattr("block_items", blockItems);
return this;
}
public List getBlockValues(){
if(hasattr("block_values")){
return getArrayList("block_values");
}
// Pandas 1.3+
Object[] blocks = getTuple("blocks");
return Arrays.stream(blocks)
.map(block -> ((Block)block).get("values", HasArray.class))
.collect(Collectors.toList());
}
public BlockManager setBlockValues(List blockValues){
setattr("block_values", blockValues);
return this;
}
public List getIndexList(String name){
return getList(name, Index.class);
}
private static final String[] INIT_ATTRIBUTES = {
"blocks",
"axes"
};
// XXX
private static final String[] SETSTATE_ATTRIBUTES = {
"axes_array",
"block_values",
"block_items"
};
}
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