org.evosuite.lm.LanguageModelSuiteFitness Maven / Gradle / Ivy
/**
* Copyright (C) 2010-2018 Gordon Fraser, Andrea Arcuri and EvoSuite
* contributors
*
* This file is part of EvoSuite.
*
* EvoSuite is free software: you can redistribute it and/or modify it
* under the terms of the GNU Lesser General Public License as published
* by the Free Software Foundation, either version 3.0 of the License, or
* (at your option) any later version.
*
* EvoSuite 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
* Lesser Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with EvoSuite. If not, see .
*/
package org.evosuite.lm;
import org.evosuite.Properties;
import org.evosuite.coverage.branch.BranchCoverageSuiteFitness;
import org.evosuite.testcase.*;
import org.evosuite.testsuite.AbstractTestSuiteChromosome;
import org.evosuite.testsuite.TestSuiteFitnessFunction;
import java.io.IOException;
/**
* Created by mat on 20/03/2014.
*/
public class LanguageModelSuiteFitness extends TestSuiteFitnessFunction {
private BranchCoverageSuiteFitness backingFitness;
private LangModel languageModel;
public LanguageModelSuiteFitness(){
backingFitness = new BranchCoverageSuiteFitness();
try {
languageModel = new LangModel(Properties.LM_SRC);
} catch (IOException e) {
//TODO: what's the policy for showstopper exceptions?
throw new RuntimeException("Language Model failed to initialise");
}
}
@Override
public double getFitness(AbstractTestSuiteChromosome extends ExecutableChromosome> individual) {
double fitness = backingFitness.getFitness(individual);
//TODO: replace this ugly code with a visitor; will TestVisitor work?
for(ExecutableChromosome chromosome : individual.getTestChromosomes()){
TestChromosome test = (TestChromosome)chromosome; //TODO: HACK!
//
// TestCase testCase = test.getTestCase();
// for(StatementInterface statement : testCase){
// if(statement instanceof StringPrimitiveStatement){
// StringPrimitiveStatement stringPrimitive = (StringPrimitiveStatement) statement;
//
// String value = stringPrimitive.getValue();
// double score = languageModel.score(value);
//
// fitness += 1-score;
//
//
// //TODO: we need to decide here how to reward good strings;
// //Afshan et al do this on a per-branch basis but we can only see the whole suite fitness
// // (unless we subclass BranchCoverageSuiteFitness rather than wrapping it)
//
// //At the moment this just penalises each string, rather than allowing EvoSuite to cover branches
// //before penalising them.
//
//
//
// }
// }
}
return fitness;
}
}