static void Main(string[] args)
{
ExperimentDataEntities dbContext = new ExperimentDataEntities();
ExperimentDictionary dictionary =
dbContext.ExperimentDictionaries.Single(expName => expName.ExperimentName == "Experiment 48");
int maxRun =
dictionary.NoveltyExperimentEvaluationDatas.Max(x => x.Run);
NoveltyExperimentEvaluationData ne = new NoveltyExperimentEvaluationData();
ne.ExperimentDictionaryID = 1;
ne.Generation = 2;
ne.SpecieCount = 10;
ne.AsexualOffspringCount = 5;
ne.SexualOffspringCount = 5;
ne.TotalOffspringCount = 10;
ne.InterspeciesOffspringCount = 5;
ne.MaxFitness = 100;
ne.MeanFitness = 50.5;
ne.MeanSpecieChampFitness = 40.23;
ne.MaxComplexity = 20;
ne.MeanComplexity = 15.8;
ne.MinSpecieSize = 3;
ne.MaxSpecieSize = 30;
//ne.TotalEvaluations = 300;
ne.TotalEvaluations = null;
//ne.EvaluationsPerSecond = 15;
ne.EvaluationsPerSecond = null;
ne.ChampGenomeID = 1;
ne.ChampGenomeBirthGeneration = 5;
ne.ChampGenomeConnectionGeneCount = 12;
ne.ChampGenomeNeuronGeneCount = 5;
ne.ChampGenomeTotalGeneCount = 17;
//ne.ChampGenomeEvaluationCount = 13;
ne.ChampGenomeEvaluationCount = null;
ne.ChampGenomeBehavior1 = null;
ne.ChampGenomeBehavior2 = null;
dbContext.NoveltyExperimentEvaluationDatas.Add(ne);
dbContext.SaveChanges();
}
/// <summary>
/// Maps applicable entity fields for the novelty experiment evaluation entity and persists to the database.
/// </summary>
/// <param name="loggableElements">The loggable elements (data) to persist.</param>
public override void LogRow(params List<LoggableElement>[] loggableElements)
{
// Initialize new DB context
ExperimentDataEntities localDbContext = new ExperimentDataEntities
{
Configuration = {AutoDetectChangesEnabled = false, ValidateOnSaveEnabled = false}
};
// Combine and sort the loggable elements
LoggableElement[] combinedElements = ExtractLoggableElementArray(EvolutionFieldElements.NumFieldElements,
loggableElements);
NoveltyExperimentEvaluationData noveltyData = new NoveltyExperimentEvaluationData
{
ExperimentDictionaryID = ExperimentConfiguration.ExperimentDictionaryID,
Run = Run
};
noveltyData.Generation =
(int)
Convert.ChangeType(combinedElements[EvolutionFieldElements.Generation.Position].Value,
noveltyData.Generation.GetType());
noveltyData.SpecieCount =
(int)
Convert.ChangeType(combinedElements[EvolutionFieldElements.SpecieCount.Position].Value,
noveltyData.SpecieCount.GetType());
noveltyData.AsexualOffspringCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.AsexualOffspringCount.Position].Value,
noveltyData.AsexualOffspringCount.GetType());
noveltyData.SexualOffspringCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.SexualOffspringCount.Position].Value,
noveltyData.SexualOffspringCount.GetType());
noveltyData.TotalOffspringCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.TotalOffspringCount.Position].Value,
noveltyData.TotalOffspringCount.GetType());
noveltyData.InterspeciesOffspringCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.InterspeciesOffspringCount.Position].Value,
noveltyData.InterspeciesOffspringCount.GetType());
noveltyData.MaxFitness =
(double)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MaxFitness.Position].Value,
noveltyData.MaxFitness.GetType());
noveltyData.MeanFitness =
(double)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MeanFitness.Position].Value,
noveltyData.MeanFitness.GetType());
noveltyData.MeanSpecieChampFitness =
(double)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.MeanSpecieChampFitness.Position].Value,
noveltyData.MeanSpecieChampFitness.GetType());
noveltyData.MaxComplexity =
(int)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MaxComplexity.Position].Value,
noveltyData.MaxComplexity.GetType());
noveltyData.MeanComplexity =
(double)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MeanComplexity.Position].Value,
noveltyData.MeanComplexity.GetType());
noveltyData.MinSpecieSize =
(int)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MinSpecieSize.Position].Value,
noveltyData.MinSpecieSize.GetType());
noveltyData.MaxSpecieSize =
(int)
Convert.ChangeType(combinedElements[EvolutionFieldElements.MaxSpecieSize.Position].Value,
noveltyData.MaxSpecieSize.GetType());
noveltyData.TotalEvaluations =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.TotalEvaluations.Position].Value,
typeof (int));
noveltyData.EvaluationsPerSecond =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.EvaluationsPerSecond.Position].Value,
typeof (int));
noveltyData.ChampGenomeID =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeGenomeId.Position].Value,
noveltyData.ChampGenomeID.GetType());
noveltyData.ChampGenomeFitness =
(double)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeFitness.Position].Value,
noveltyData.ChampGenomeFitness.GetType());
noveltyData.ChampGenomeBirthGeneration =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeBirthGeneration.Position].Value,
noveltyData.ChampGenomeBirthGeneration.GetType());
noveltyData.ChampGenomeConnectionGeneCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeConnectionGeneCount.Position].Value,
noveltyData.ChampGenomeConnectionGeneCount.GetType());
noveltyData.ChampGenomeNeuronGeneCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeNeuronGeneCount.Position].Value,
noveltyData.ChampGenomeNeuronGeneCount.GetType());
noveltyData.ChampGenomeTotalGeneCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeTotalGeneCount.Position].Value,
noveltyData.ChampGenomeTotalGeneCount.GetType());
noveltyData.ChampGenomeEvaluationCount =
(int)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeEvaluationCount.Position].Value,
typeof (int));
noveltyData.ChampGenomeBehavior1 =
(double)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeBehaviorX.Position].Value,
typeof (double));
noveltyData.ChampGenomeBehavior2 =
(double)
Convert.ChangeType(
combinedElements[EvolutionFieldElements.ChampGenomeBehaviorY.Position].Value,
typeof (double));
// Add the new evaluation data
localDbContext.NoveltyExperimentEvaluationDatas.Add(noveltyData);
// Save the changes and dispose of the context
localDbContext.SaveChanges();
localDbContext.Dispose();
}
