private static void SaveSingleScript(ExperimentParameters experimentParameters)
{
var arguments = experimentParameters.ToConsoleArgumentsString();
var filename = experimentParameters.GetFileName(extension: ".sh");
var singleScriptPath = Path.GetFullPath(ScriptsDirPath + filename);
ScriptsFullPaths.Add(singleScriptPath);
File.WriteAllText(singleScriptPath, ExperimentScriptContent(arguments));
}
private static void RunExperiment(ExperimentParameters experimentParameters)//, DatabaseContext databaseX)
{
var database = new DatabaseContext(DatabaseFullPath);
var version = new Version(DateTime.Now);
var stoper = new Stopwatch();
//if (database.Exists(experimentParameters))
//{
// Console.WriteLine("BYLEM WIDZIALEM");
// //database.Dispose();
// return;
//}
database.Insert(version);
database.Insert(experimentParameters);
database.Insert(experimentParameters.EvolutionParameters);
IDictionary <int, EvolutionStep> evolutionSteps = null;
try
{
var enginesFactory = new EnginesFactory();
var engine = enginesFactory.Create(experimentParameters);
var distanceCalculator = new CanberraDistanceCalculator();
var positivePointsGenerator = new PositivePointsGenerator();
stoper.Restart();
var positiveTrainingPoints = positivePointsGenerator.GeneratePoints(experimentParameters.NumberOfPositivePoints, engine.Benchmark.Domains, engine.Benchmark.Constraints);
stoper.Stop();
engine.Statistics.PositiveTrainingPointsGenerationTime = stoper.Elapsed;
var negativePointsGenerator = new NegativePointsGenerator(positiveTrainingPoints, distanceCalculator, new NearestNeighbourDistanceCalculator(distanceCalculator));
//var negativeTrainingPoints = negativePointsGenerator.GeneratePoints(experimentParameters.NumberOfNegativePoints, engine.Benchmark.Domains);
stoper.Restart();
var negativeTrainingPoints = negativePointsGenerator.GeneratePoints(experimentParameters.NumberOfNegativePoints, engine.Benchmark.Domains, engine.Benchmark.Constraints);
stoper.Stop();
engine.Statistics.NegativeTrainingPointsGenerationTime = stoper.Elapsed;
//Console.WriteLine("Evolution starts!");
var trainingPoints = positiveTrainingPoints.Concat(negativeTrainingPoints).ToArray();
stoper.Restart();
var mathModel = engine.SynthesizeModel(trainingPoints);
stoper.Stop();
engine.Statistics.TotalSynthesisTime = stoper.Elapsed;
database.Insert(mathModel);
var testPointsGenerator = new TestPointsGenerator();
stoper.Restart();
var testPoints = testPointsGenerator.GeneratePoints(experimentParameters.NumberOfTestPoints, engine.Benchmark.Domains, engine.Benchmark.Constraints);
stoper.Stop();
engine.Statistics.TestPointsGenerationTime = stoper.Elapsed;
var statistics = engine.EvaluateModel(testPoints);
database.Insert(statistics);
evolutionSteps = engine.CoreEvolutionSteps;
//Logger.Instance.Log(experimentParameters);
//Logger.Instance.Log(mathModel);
//Logger.Instance.Log(statistics);
//database.Insert(Logger.Instance.GetLogAsString());
}
catch (Exception exception)
{
database.Insert(exception);
}
database.Save();
if (evolutionSteps != null && experimentParameters.TrackEvolutionSteps)
{
Logger.Instance.Log(evolutionSteps);
var logsFullPath = Path.GetFullPath(LogsDirPath + experimentParameters.GetFileName("Log", ".cmplog"));
File.WriteAllText(logsFullPath, StringCompressor.CompressString(Logger.Instance.GetLogAsString()));
}
//GlobalStoper.Stop();
//Console.WriteLine(GlobalStoper.ElapsedMilliseconds);
//Console.ReadKey();
database.Dispose();
}
