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JPMML class model evaluator
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/*
* Copyright (c) 2013 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.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.List;
import java.util.Map;
import org.dmg.pmml.DataType;
import org.dmg.pmml.DefineFunction;
import org.dmg.pmml.OpType;
abstract
public class EvaluationContext {
private FieldValueMap values = null;
private List warnings = null;
EvaluationContext(){
this.values = FieldValueMap.create();
}
EvaluationContext(int numberOfVisibleFields){
this.values = FieldValueMap.create(numberOfVisibleFields);
}
abstract
protected FieldValue prepare(String name, Object value);
protected void reset(boolean clearValues){
if(clearValues){
this.values.clear();
} // End if
if(this.warnings != null){
this.warnings.clear();
}
}
/**
*
* Looks up a field value by name.
* If the field value has not been declared, then fails fast with an exception.
*
*
* @throws MissingFieldValueException If the field value has not been declared.
*/
public FieldValue lookup(String name){
FieldValueMap values = getValues();
FieldValue value = values.getOrDefault(name, EvaluationContext.UNDECLARED_VALUE);
if(value != EvaluationContext.UNDECLARED_VALUE){
return value;
}
throw new MissingFieldValueException(name);
}
/**
*
* Looks up a field value by name.
* If the field value has not been declared, then makes full effort to resolve and declare it.
*
*/
public FieldValue evaluate(String name){
FieldValueMap values = getValues();
FieldValue value = values.getOrDefault(name, EvaluationContext.UNDECLARED_VALUE);
if(value != EvaluationContext.UNDECLARED_VALUE){
return value;
}
return resolve(name);
}
public List evaluateAll(List names){
List values = new ArrayList<>(names.size());
for(String name : names){
FieldValue value = evaluate(name);
values.add(value);
}
return values;
}
protected FieldValue resolve(String name){
throw new MissingFieldException(name);
}
public FieldValue declare(String name, Object value){
if(value instanceof FieldValue){
return declare(name, (FieldValue)value);
}
value = prepare(name, value);
return declare(name, (FieldValue)value);
}
public FieldValue declare(String name, FieldValue value){
FieldValueMap values = getValues();
// XXX: Fails to detect a situation where the name was already associated with a missing value (null)
FieldValue prevValue = values.putIfAbsent(name, value);
if(prevValue != null){
throw new DuplicateFieldValueException(name);
}
return value;
}
public void declareAll(Map values){
Collection extends Map.Entry> entries = values.entrySet();
for(Map.Entry entry : entries){
declare(entry.getKey(), entry.getValue());
}
}
protected DefineFunction getDefineFunction(String name){
throw new UnsupportedOperationException();
}
public void addWarning(String warning){
if(this.warnings == null){
this.warnings = new ArrayList<>();
}
this.warnings.add(warning);
}
public FieldValueMap getValues(){
return this.values;
}
public List getWarnings(){
if(this.warnings == null){
return Collections.emptyList();
}
return this.warnings;
}
private static final FieldValue UNDECLARED_VALUE = new ScalarValue(DataType.DOUBLE, Double.NaN){
{
setValid(false);
}
@Override
public OpType getOpType(){
return OpType.CONTINUOUS;
}
};
public static final ThreadLocal> DERIVEDFIELD_GUARD_PROVIDER = new ThreadLocal>(){
@Override
public SymbolTable initialValue(){
return null;
}
};
public static final ThreadLocal> FUNCTION_GUARD_PROVIDER = new ThreadLocal>(){
@Override
public SymbolTable initialValue(){
return null;
}
};
}