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JPMML class model evaluator
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/*
* Copyright (c) 2021 Villu Ruusmann
*
* This file is part of JPMML-Evaluator
*
* JPMML-Evaluator 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-Evaluator 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-Evaluator. If not, see .
*/
package org.jpmml.evaluator;
import java.io.Serializable;
import java.util.Collections;
import java.util.EnumSet;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Set;
import com.google.common.base.Function;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Maps;
import com.google.common.collect.Sets;
import org.dmg.pmml.DataDictionary;
import org.dmg.pmml.DataField;
import org.dmg.pmml.DefineFunction;
import org.dmg.pmml.DerivedField;
import org.dmg.pmml.PMML;
import org.dmg.pmml.TransformationDictionary;
abstract
public class PMMLManager implements HasPMML, Serializable {
private PMML pmml = null;
private Map dataFields = Collections.emptyMap();
private Map derivedFields = Collections.emptyMap();
private Map defineFunctions = Collections.emptyMap();
protected PMMLManager(){
}
protected PMMLManager(PMML pmml){
setPMML(pmml);
DataDictionary dataDictionary = pmml.requireDataDictionary();
if(dataDictionary.hasDataFields()){
this.dataFields = ImmutableMap.copyOf(IndexableUtil.buildMap(dataDictionary.getDataFields()));
}
TransformationDictionary transformationDictionary = pmml.getTransformationDictionary();
if(transformationDictionary != null && transformationDictionary.hasDerivedFields()){
this.derivedFields = ImmutableMap.copyOf(IndexableUtil.buildMap(transformationDictionary.getDerivedFields()));
} // End if
if(transformationDictionary != null && transformationDictionary.hasDefineFunctions()){
this.defineFunctions = ImmutableMap.copyOf(IndexableUtil.buildMap(transformationDictionary.getDefineFunctions()));
}
}
public DataField getDataField(String name){
return this.dataFields.get(name);
}
public DerivedField getDerivedField(String name){
return this.derivedFields.get(name);
}
public DefineFunction getDefineFunction(String name){
return this.defineFunctions.get(name);
}
@Override
public PMML getPMML(){
return this.pmml;
}
private void setPMML(PMML pmml){
this.pmml = Objects.requireNonNull(pmml);
}
static
protected Map> toImmutableListMap(Map> map){
Function, ImmutableList> function = new Function, ImmutableList>(){
@Override
public ImmutableList apply(List list){
return ImmutableList.copyOf(list);
}
};
return Maps.transformValues(map, function);
}
static
protected Map> toImmutableSetMap(Map> map){
Function, ImmutableSet> function = new Function, ImmutableSet>(){
@Override
public ImmutableSet apply(Set set){
if(set instanceof EnumSet){
EnumSet> enumSet = (EnumSet>)set;
return (ImmutableSet)Sets.immutableEnumSet(enumSet);
}
return ImmutableSet.copyOf(set);
}
};
return Maps.transformValues(map, function);
}
static
protected Map> toImmutableMapMap(Map> map){
Function