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Java library for authoring PMML
/*
* Copyright (c) 2017 Villu Ruusmann
*
* This file is part of JPMML-Converter
*
* JPMML-Converter 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-Converter 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-Converter. If not, see .
*/
package org.jpmml.converter;
import java.util.List;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.dmg.pmml.FieldName;
public class FeatureUtil {
private FeatureUtil(){
}
static
public FieldName getName(Feature feature){
if(feature instanceof HasDerivedName){
HasDerivedName hasDerivedName = (HasDerivedName)feature;
return hasDerivedName.getDerivedName();
}
return feature.getName();
}
static
public FieldName createName(String function, Feature feature){
return FieldName.create(function + "(" + getName(feature).getValue() + ")");
}
static
public FieldName createName(String function, Feature feature, int index){
return FieldName.create(function + "(" + getName(feature).getValue() + ")" + "[" + index + "]");
}
static
public FieldName createName(String function, List extends Feature> features){
Stream nameStream;
if(features.size() <= 5){
nameStream = features.stream()
.map(feature -> getName(feature));
} else
{
nameStream = Stream.of(
features.subList(0, 2).stream()
.map(feature -> getName(feature)),
Stream.of(FieldName.create("..")),
features.subList(features.size() - 2, features.size()).stream()
.map(feature -> getName(feature))
).flatMap(x -> x);
}
String value = nameStream
.map(name -> name.getValue())
.collect(Collectors.joining(", ", function + "(", ")"));
return FieldName.create(value);
}
}
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