public void RunCFGGPSampleTestSolutionFound()
{
var ga = CreateCFGGPSample();
ga.SetSeedRandomly.Value = false;
ga.Seed.Value = 461206446;
((CFGPythonProblem)ga.Problem).TimeoutParameter.Value.Value = 10000;
SamplesUtils.RunAlgorithm(ga);
Assert.AreEqual(0, SamplesUtils.GetDoubleResult(ga, "BestQuality"));
Assert.AreEqual(13.09, SamplesUtils.GetDoubleResult(ga, "CurrentAverageQuality"));
Assert.AreEqual(99, SamplesUtils.GetDoubleResult(ga, "CurrentWorstQuality"));
Assert.AreEqual(1090, SamplesUtils.GetIntResult(ga, "EvaluatedSolutions"));
Assert.AreEqual(7, SamplesUtils.GetIntResult(ga, "Best training solution generation"));
var bestTrainingSolution = (CFGPythonSolution)ga.Results["Best training solution"].Value;
Assert.AreEqual(0, ((DoubleValue)bestTrainingSolution["Training Quality"].Value).Value);
Assert.AreEqual(0, ((DoubleValue)bestTrainingSolution["Test Quality"].Value).Value);
Assert.AreEqual(17, ((IntValue)bestTrainingSolution["Model Depth"].Value).Value);
Assert.AreEqual(62, ((IntValue)bestTrainingSolution["Model Length"].Value).Value);
Assert.AreEqual(1.0, ((PercentValue)bestTrainingSolution["Training Solved Cases Percentage"].Value).Value);
Assert.AreEqual(1.0, ((PercentValue)bestTrainingSolution["Test Solved Cases Percentage"].Value).Value);
var exceptionTable = (DataTable)ga.Results["Exception frequencies"].Value;
Assert.AreEqual(1, exceptionTable.Rows.Count);
Assert.IsTrue(exceptionTable.Rows.ContainsKey("No Exception"));
Assert.IsTrue(exceptionTable.Rows["No Exception"].Values.All(x => x == 1));
}
public void DisposePythonProcesses()
{
var ga = CreateCFGGPSample();
ga.SetSeedRandomly.Value = false;
ga.Seed.Value = 461206446;
var before = Process.GetProcessesByName("python").Length;
SamplesUtils.RunAlgorithm(ga);
var after = Process.GetProcessesByName("python").Length;
Assert.AreEqual(before + Environment.ProcessorCount * 2, after);
(ga.Problem as CFGPythonProblem).Dispose();
Thread.Sleep(1000); //give it a second
var afterDispose = Process.GetProcessesByName("python").Length;
Assert.AreEqual(before, afterDispose);
}
