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JPMML R to PMML converter
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/*
* Copyright (c) 2018 Villu Ruusmann
*
* This file is part of JPMML-R
*
* JPMML-R 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-R 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-R. If not, see .
*/
package org.jpmml.rexp;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.dmg.pmml.tree.TreeModel;
import org.jpmml.converter.Schema;
abstract
public class RPartEnsembleConverter extends ModelConverter {
private Map converters = new HashMap<>();
private List schemas = new ArrayList<>();
public RPartEnsembleConverter(R object){
super(object);
}
public RPartConverter createConverter(RGenericVector rpart){
return new RPartConverter(rpart);
}
public void encodeTreeSchemas(RGenericVector trees, RExpEncoder encoder){
this.schemas.clear();
for(int i = 0; i < trees.size(); i++){
RGenericVector tree = trees.getGenericValue(i);
RExpEncoder treeEncoder = new RExpEncoder();
RPartConverter converter = createConverter(tree);
converter.encodeSchema(treeEncoder);
this.converters.put(tree, converter);
encoder.addFields(treeEncoder);
Schema schema = treeEncoder.createSchema();
this.schemas.add(schema);
}
}
public List encodeTreeModels(RGenericVector trees){
List result = new ArrayList<>();
trees.checkSize(this.schemas.size());
for(int i = 0; i < trees.size(); i++){
RGenericVector tree = trees.getGenericValue(i);
Schema schema = this.schemas.get(i);
RPartConverter converter = this.converters.get(tree);
if(converter == null){
throw new IllegalArgumentException();
}
Schema segmentSchema = schema.toAnonymousSchema();
TreeModel treeModel = (TreeModel)converter.encode(segmentSchema);
result.add(treeModel);
}
return result;
}
}