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JPMML class model transpiler
/*
* Copyright (c) 2020 Villu Ruusmann
*
* This file is part of JPMML-Transpiler
*
* JPMML-Transpiler 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-Transpiler 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-Transpiler. If not, see .
*/
package org.jpmml.translator;
import java.util.List;
import org.dmg.pmml.Apply;
import org.dmg.pmml.Constant;
import org.dmg.pmml.DefineFunction;
import org.dmg.pmml.Expression;
import org.dmg.pmml.FieldRef;
import org.dmg.pmml.PMMLFunctions;
import org.dmg.pmml.ParameterField;
import org.dmg.pmml.TextIndex;
public class FunctionInvocationUtil {
private FunctionInvocationUtil(){
}
static
public FunctionInvocation match(Expression expression, FunctionInvocationContext context){
if(expression instanceof FieldRef){
return matchFieldRef((FieldRef)expression, context);
} else
if(expression instanceof TextIndex){
return matchTextIndex((TextIndex)expression, context);
} else
if(expression instanceof Apply){
return matchApply((Apply)expression, context);
}
return null;
}
static
public FunctionInvocation matchFieldRef(FieldRef fieldRef, FunctionInvocationContext context){
return new FunctionInvocation.Ref(){
@Override
public String getField(){
return fieldRef.requireField();
}
};
}
static
public FunctionInvocation matchTextIndex(TextIndex textIndex, FunctionInvocationContext context){
return new FunctionInvocation.Tf(){
@Override
public TextIndex getTextIndex(){
return textIndex;
}
@Override
public String getTextField(){
TextIndex textIndex = getTextIndex();
return context.resolve(textIndex.requireTextField());
}
@Override
public String getTerm(){
TextIndex textIndex = getTextIndex();
Constant constant = (Constant)context.resolve(textIndex.requireExpression());
return (String)constant.getValue();
}
};
}
static
public FunctionInvocation matchApply(Apply apply, FunctionInvocationContext context){
String function = apply.requireFunction();
List expressions = apply.getExpressions();
if((PMMLFunctions.MULTIPLY).equals(function) && expressions.size() == 2){
FunctionInvocation functionInvocation = match(expressions.get(0), context);
if(functionInvocation instanceof FunctionInvocation.Tf){
FunctionInvocation.Tf tf = (FunctionInvocation.Tf)functionInvocation;
return new FunctionInvocation.TfIdf(){
@Override
public FunctionInvocation.Tf getTf(){
return tf;
}
@Override
public Number getWeight(){
Constant constant = (Constant)context.resolve(expressions.get(1));
return (Number)constant.getValue();
}
};
}
} else
{
DefineFunction defineFunction = context.getDefineFunction(function);
if(defineFunction != null){
Expression expression = defineFunction.requireExpression();
FunctionInvocationContext defineFunctionContext = new FunctionInvocationContext(){
@Override
public DefineFunction getDefineFunction(String name){
return context.getDefineFunction(name);
}
};
if(defineFunction.hasParameterFields()){
List parameterFields = defineFunction.getParameterFields();
for(int i = 0; i < parameterFields.size(); i++){
defineFunctionContext.put((parameterFields.get(i)).requireName(), expressions.get(i));
}
}
return match(expression, defineFunctionContext);
}
}
return null;
}
}
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