public static IGeneratorRunner GetGeneratorRunnerFactory( GeneratorInput <IMapDescription <int> > input) { var layoutDrawer = new SVGLayoutDrawer <int>(); var dungeonGeneratorInput = (DungeonGeneratorInput <int>)input; var layoutGenerator = new DungeonGenerator <int>(input.MapDescription, dungeonGeneratorInput.Configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layoutDrawer.DrawLayout(layout, 800, forceSquare: true), // GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData>(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); }
public GeneratorStats(List <ChainStats> chainsStats, GeneratorRun generatorRun) { ChainsStats = chainsStats; GeneratorRuns = new List <GeneratorRun>() { generatorRun }; }
public static void CompareWithReference() { var inputs = new List <DungeonGeneratorInput <int> >(); inputs.AddRange(Program.GetMapDescriptionsSet(new Vector2Int(1, 1), false, null, true)); //inputs.AddRange(Program.GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2 }, true)); //inputs.AddRange(Program.GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2 }, false)); //inputs.AddRange(GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2, 4, 6, 8 }, false)); //inputs.AddRange(GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2, 4, 6 }, false)); //inputs.AddRange(GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2, 4 }, false)); //inputs.AddRange(GetMapDescriptionsSet(new IntVector2(1, 1), true, new List<int>() { 2 }, false)); if (true) { inputs.Sort((x1, x2) => string.Compare(x1.Name, x2.Name, StringComparison.Ordinal)); } var layoutDrawer = new SVGLayoutDrawer <int>(); var benchmarkRunner = new BenchmarkRunner <IMapDescription <int> >(); var benchmarkScenario = new BenchmarkScenario <IMapDescription <int> >("CorridorConfigurationSpaces", input => { var dungeonGeneratorInput = (DungeonGeneratorInput <int>)input; var layoutGenerator = new DungeonGenerator <int>(input.MapDescription, dungeonGeneratorInput.Configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); //return new LambdaGeneratorRunner(() => //{ // var layouts = layoutGenerator.GenerateLayout(); // return new GeneratorRun(layouts != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount); //}); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData <int>() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layoutDrawer.DrawLayout(layout, 800, forceSquare: true), // GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData <int> >(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); });
public IGeneratorRunner GetGeneratorRunner(LevelDescriptionGrid2D <TNode> levelDescription) { if (benchmarkInitialization) { return(GetGeneratorRunnerWithInit(levelDescription)); } var configuration = this.configuration.SmartClone(); configuration.RoomsCanTouch = levelDescription.MinimumRoomDistance == 0; var mapDescription = levelDescription.GetMapDescription(); var chainDecompositionOld = new BreadthFirstChainDecompositionOld <TNode>(); var chainDecomposition = new TwoStageChainDecomposition <TNode>(mapDescription, chainDecompositionOld); configuration.Chains = chainDecomposition.GetChains(levelDescription.GetGraph()); configuration.SimulatedAnnealingConfiguration = new SimulatedAnnealingConfigurationProvider(new SimulatedAnnealingConfiguration() { MaxIterationsWithoutSuccess = 10000, }); var layoutDrawer = new SVGLayoutDrawer <TNode>(); var layoutGenerator = new DungeonGenerator <TNode>(mapDescription, configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData <TNode>() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layout != null ? layoutDrawer.DrawLayout(layout, 800, forceSquare: true) : null, GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData <TNode> >(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); }
private IGeneratorRunner GetGeneratorRunnerWithInit(LevelDescriptionGrid2D <TNode> levelDescription) { var configuration = this.configuration.SmartClone(); configuration.RoomsCanTouch = levelDescription.MinimumRoomDistance == 0; configuration.RepeatModeOverride = levelDescription.RoomTemplateRepeatModeOverride; if (levelDescription.RoomTemplateRepeatModeDefault.HasValue) { throw new ArgumentException("Default repeat mode not supported"); } var layoutDrawer = new SVGLayoutDrawer <TNode>(); var seedGenerator = new Random(); var mapDescription = levelDescription.GetMapDescription(); return(new LambdaGeneratorRunner(() => { var stopwatch = new Stopwatch(); stopwatch.Start(); var layoutGenerator = new DungeonGenerator <TNode>(mapDescription, configuration); layoutGenerator.InjectRandomGenerator(new Random(seedGenerator.Next())); var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; stopwatch.Stop(); var additionalData = new AdditionalRunData <TNode>() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layout != null ? layoutDrawer.DrawLayout(layout, 800, forceSquare: true) : null, GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData <TNode> >(layout != null, stopwatch.ElapsedMilliseconds, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); }
private IGeneratorRunner GetGeneratorRunnerWithInit(LevelDescriptionGrid2D <TNode> levelDescription) { var configuration = this.configuration.SmartClone(); configuration.RoomsCanTouch = levelDescription.MinimumRoomDistance == 0; var layoutDrawer = new SVGLayoutDrawer <TNode>(); var seedGenerator = new Random(); return(new LambdaGeneratorRunner(() => { var stopwatch = new Stopwatch(); stopwatch.Start(); var layoutGenerator = new GraphBasedGeneratorGrid2D <TNode>(levelDescription, configuration); layoutGenerator.InjectRandomGenerator(new Random(seedGenerator.Next())); var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; stopwatch.Stop(); var additionalData = new AdditionalRunData <TNode>() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, //GeneratedLayoutSvg = // layout != null ? layoutDrawer.DrawLayout(layout, 800, forceSquare: true) : null, // GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData <TNode> >(layout != null, stopwatch.ElapsedMilliseconds, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); }
private RunInfo AnalyzeRun(GeneratorRun run) { var runInfo = new RunInfo() { ChainInfos = new List <ChainInfo>(), Run = run, }; var additionalData = (run.AdditionalData as JObject).ToObject <AdditionalData>(); var simulatedAnnealingEvents = additionalData.SimulatedAnnealingEventArgs; var chainsCount = simulatedAnnealingEvents.Max(x => x.ChainNumber) + 1; for (int i = 0; i < chainsCount; i++) { runInfo.ChainInfos.Add(AnalyzeChain(i, simulatedAnnealingEvents)); } return(runInfo); }
public void Run() { var rectangularRoomTemplates = MapDescriptionUtils.GetRectangularRoomTemplates(new Vector2Int(1, 1)); var basicRoomDescription = new BasicRoomDescription(rectangularRoomTemplates); var inputs = new List <DungeonGeneratorInput <int> >(); inputs.AddRange(Program.GetMapDescriptionsSet(new Vector2Int(1, 1), false, null, true)); inputs.AddRange(Program.GetMapDescriptionsSet(new Vector2Int(1, 1), false, null, true, basicRoomDescription: basicRoomDescription, suffix: "rect shapes")); inputs.AddRange(Program.GetMapDescriptionsSet(new Vector2Int(1, 1), true, new List <int>() { 2 }, false)); inputs.Add(LoadInput("gungeon_1_1")); inputs.Add(LoadInput("gungeon_1_1", true)); inputs.Add(LoadInput("gungeon_1_2")); inputs.Add(LoadInput("gungeon_1_2", true)); inputs.Add(LoadInput("gungeon_2_1")); inputs.Add(LoadInput("gungeon_2_1", true)); inputs.Add(LoadInput("gungeon_2_2")); inputs.Add(LoadInput("gungeon_2_2", true)); foreach (var input in inputs) { var mapDescription = input.MapDescription; var graph = mapDescription.GetStageOneGraph(); Console.WriteLine($"{input.Name} {graph.VerticesCount} {graph.Edges.Count()}"); } if (true) { inputs.Sort((x1, x2) => string.Compare(x1.Name, x2.Name, StringComparison.Ordinal)); } inputs = inputs.Where(x => !x.Name.StartsWith("Example 4")).ToList(); var layoutDrawer = new SVGLayoutDrawer <int>(); var benchmarkRunner = new BenchmarkRunner <IMapDescription <int> >(); var benchmarkScenario = new BenchmarkScenario <IMapDescription <int> >("CorridorConfigurationSpaces", input => { var dungeonGeneratorInput = (DungeonGeneratorInput <int>)input; var layoutGenerator = new DungeonGenerator <int>(input.MapDescription, dungeonGeneratorInput.Configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layoutDrawer.DrawLayout(layout, 800, forceSquare: true), GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData>(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); });
protected override Individual <TNode> EvaluateIndividual(Individual <TNode> individual) { Logger.WriteLine($"Evaluating individual {individual}"); var scenario = new BenchmarkScenario <IMapDescription <TNode> >("SimulatedAnnealingParameters", input => { // Setup early stopping if (individual.Parent != null) { individual.Configuration.EarlyStopIfIterationsExceeded = Math.Min(50 * (int)individual.Parent.Iterations, InitialIndividual.Configuration.EarlyStopIfIterationsExceeded ?? int.MaxValue); } else { // TODO: how to do this? // individual.Configuration.EarlyStopIfIterationsExceeded = null; } var layoutGenerator = new DungeonGenerator <TNode>(input.MapDescription, individual.Configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); var generatorRunner = new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData <TNode>() { GeneratedLayout = layout, SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, }; var generatorRun = new GeneratorRun <AdditionalRunData <TNode> >(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return(generatorRun); }); if (individual.Parent != null) { return(new EarlyStoppingGeneratorRunner(generatorRunner, individual.Parent.Iterations, (successful, time, iterations) => new GeneratorRun <AdditionalRunData <TNode> >(successful, time, iterations, null))); } else { return(generatorRunner); } }); var scenarioResult = benchmarkRunner.Run(scenario, new List <GeneratorInput <IMapDescription <TNode> > >() { new GeneratorInput <IMapDescription <TNode> >("DungeonGeneratorEvolution", mapDescription) }, Options.EvaluationIterations, new BenchmarkOptions() { WithConsoleOutput = false, WithFileOutput = false, }); var generatorRuns = scenarioResult .BenchmarkResults .First() .Runs .Cast <IGeneratorRun <AdditionalRunData <TNode> > >() .ToList(); var generatorEvaluation = new GeneratorEvaluation <AdditionalRunData <TNode> >(generatorRuns); // TODO: ugly individual.ConfigurationEvaluation = generatorEvaluation; individual.Iterations = generatorRuns.Average(x => x.Iterations); individual.Time = generatorRuns.Average(x => x.Time); individual.Fitness = Options.FitnessType == FitnessType.Iterations ? individual.Iterations : individual.Time; individual.SuccessRate = generatorRuns.Count(x => x.IsSuccessful) / (double)generatorRuns.Count; var layouts = generatorRuns .Where(x => x.IsSuccessful) .Select(x => x.AdditionalData.GeneratedLayout) .ToList(); var layoutsForClustering = layouts.Take(Math.Min(layouts.Count, 250)).ToList(); var roomTemplatesEntropy = entropyCalculator.ComputeAverageRoomTemplatesEntropy(mapDescription, layouts); var averageRoomTemplateSize = LayoutsDistance.GetAverageRoomTemplateSize(mapDescription); var positionOnlyClusters = layoutsClustering.GetClusters(layoutsForClustering, LayoutsDistance.PositionOnlyDistance, averageRoomTemplateSize); var positionAndShapeClusters = layoutsClustering.GetClusters(layoutsForClustering, (x1, x2) => LayoutsDistance.PositionAndShapeDistance(x1, x2, averageRoomTemplateSize), averageRoomTemplateSize); var summary = ""; var fitnessDifferenceParent = individual.Parent != null? StatisticsUtils.DifferenceToReference(individual, individual.Parent, x => x.Fitness) : 0; var fitnessDifferenceTotal = StatisticsUtils.DifferenceToReference(individual, InitialIndividual, x => x.Fitness); var iterationsDifferenceParent = individual.Parent != null? StatisticsUtils.DifferenceToReference(individual, individual.Parent, x => x.Iterations) : 0; var iterationsDifferenceTotal = StatisticsUtils.DifferenceToReference(individual, InitialIndividual, x => x.Iterations); var timeDifferenceParent = individual.Parent != null? StatisticsUtils.DifferenceToReference(individual, individual.Parent, x => x.Time) : 0; var timeDifferenceTotal = StatisticsUtils.DifferenceToReference(individual, InitialIndividual, x => x.Time); summary += $" fitness {individual.Fitness:F}, {(fitnessDifferenceParent > 0 ? "+" : "")}{fitnessDifferenceParent:F}%, {(fitnessDifferenceTotal > 0 ? "+" : "")}{fitnessDifferenceTotal:F}% total \n"; summary += $" iterations {individual.Iterations:F}, {(iterationsDifferenceParent > 0 ? "+" : "")}{iterationsDifferenceParent:F}%, {(iterationsDifferenceTotal > 0 ? "+" : "")}{iterationsDifferenceTotal:F}% total \n"; summary += $" time {individual.Time:F}, {(timeDifferenceParent > 0 ? "+" : "")}{timeDifferenceParent:F}%, {(timeDifferenceTotal > 0 ? "+" : "")}{timeDifferenceTotal:F}% total \n"; summary += $" entropy {roomTemplatesEntropy:F}, clusters {positionOnlyClusters.Count}/{positionAndShapeClusters.Count} \n"; summary += $" success rate {individual.SuccessRate * 100:F}%\n"; Logger.WriteLine(summary); // Directory.CreateDirectory($"{ResultsDirectory}/{individual.Id}"); for (int i = 0; i < generatorRuns.Count; i++) { var generatorRun = generatorRuns[i]; if (generatorRun.IsSuccessful) { var layout = generatorRun.AdditionalData.GeneratedLayout; var svg = layoutDrawer.DrawLayout(layout, 800, forceSquare: true); // File.WriteAllText($"{ResultsDirectory}/{individual.Id}/{i}.svg", svg); generatorRun.AdditionalData.GeneratedLayout = null; generatorRun.AdditionalData.GeneratedLayoutSvg = svg; } } var resultSaver = new BenchmarkResultSaver(); resultSaver.SaveResultDefaultLocation(scenarioResult, $"{individual.Id}_benchmarkResults", ResultsDirectory, withDatetime: false); using (var file = new StreamWriter(Path.Combine(ResultsDirectory, $"{individual.Id}_visualization.txt"))) { file.WriteLine(summary); if (generatorRuns.Any(x => x.IsSuccessful)) { var dataVisualization = new ChainStatsVisualization <GeneratorData>(); dataVisualization.Visualize(generatorEvaluation, file); } } return(individual); }
public void Run() { var inputs = new List <GeneratorInput <IMapDescription <int> > >(); var settings = new JsonSerializerSettings() { PreserveReferencesHandling = PreserveReferencesHandling.All, TypeNameHandling = TypeNameHandling.All, }; inputs.Add(new GeneratorInput <IMapDescription <int> >( "DeadCells Ramparts", JsonConvert.DeserializeObject <MapDescription <int> >( File.ReadAllText("Resources/MapDescriptions/deadCells_ramparts.json"), settings))); inputs.Add(new GeneratorInput <IMapDescription <int> >( "DeadCells Underground", JsonConvert.DeserializeObject <MapDescription <int> >( File.ReadAllText("Resources/MapDescriptions/deadCells_underground.json"), settings))); var layoutDrawer = new SVGLayoutDrawer <int>(); var benchmarkRunner = new BenchmarkRunner <IMapDescription <int> >(); var benchmarkScenario = new BenchmarkScenario <IMapDescription <int> >("Platformers", input => { var configuration = new DungeonGeneratorConfiguration <int>() { RepeatModeOverride = RoomTemplateRepeatMode.NoImmediate, ThrowIfRepeatModeNotSatisfied = true, SimulatedAnnealingConfiguration = new SimulatedAnnealingConfigurationProvider(new SimulatedAnnealingConfiguration() { HandleTreesGreedily = true, }) }; // var layoutGenerator = new PlatformersGenerator<int>(input.MapDescription, configuration); var layoutGenerator = new PlatformersGenerator <int>(input.MapDescription, configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); //return new LambdaGeneratorRunner(() => //{ // var layouts = layoutGenerator.GenerateLayout(); // return new GeneratorRun(layouts != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount); //}); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layoutDrawer.DrawLayout(layout, 800, forceSquare: true), // GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData>(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); });
public void Run() { var count = 20; var name = "edges_0_3"; var graphs = GetGraphs(count, name); var inputs = new List <DungeonGeneratorInput <int> >(); var chainDecompositionOld = new BreadthFirstChainDecompositionOld <int>(); for (var i = 0; i < graphs.Count; i++) { var graph = graphs[i]; for (int j = 0; j < 1; j++) { var withCorridors = j == 1; var mapDescription = GetMapDescription(graph, withCorridors); var chainDecomposition = new TwoStageChainDecomposition <int>(mapDescription, chainDecompositionOld); inputs.Add(new DungeonGeneratorInput <int>($"RandomGraph {i} {(withCorridors ? "wc" : "")}", mapDescription, new DungeonGeneratorConfiguration <int>() { EarlyStopIfIterationsExceeded = 20000, // Chains = chainDecomposition.GetChains(mapDescription.GetGraph()), SimulatedAnnealingConfiguration = new SimulatedAnnealingConfigurationProvider(new SimulatedAnnealingConfiguration() { MaxIterationsWithoutSuccess = 150 }) }, null)); } } var benchmarkRunner = new BenchmarkRunner <IMapDescription <int> >(); var benchmarkScenario = new BenchmarkScenario <IMapDescription <int> >("RandomGraphs", input => { var layoutDrawer = new SVGLayoutDrawer <int>(); var dungeonGeneratorInput = (DungeonGeneratorInput <int>)input; var layoutGenerator = new DungeonGenerator <int>(input.MapDescription, dungeonGeneratorInput.Configuration); layoutGenerator.InjectRandomGenerator(new Random(0)); return(new LambdaGeneratorRunner(() => { var simulatedAnnealingArgsContainer = new List <SimulatedAnnealingEventArgs>(); void SimulatedAnnealingEventHandler(object sender, SimulatedAnnealingEventArgs eventArgs) { simulatedAnnealingArgsContainer.Add(eventArgs); } layoutGenerator.OnSimulatedAnnealingEvent += SimulatedAnnealingEventHandler; var layout = layoutGenerator.GenerateLayout(); layoutGenerator.OnSimulatedAnnealingEvent -= SimulatedAnnealingEventHandler; var additionalData = new AdditionalRunData() { SimulatedAnnealingEventArgs = simulatedAnnealingArgsContainer, GeneratedLayoutSvg = layout != null ? layoutDrawer.DrawLayout(layout, 800, forceSquare: true) : null, GeneratedLayout = layout, }; var generatorRun = new GeneratorRun <AdditionalRunData>(layout != null, layoutGenerator.TimeTotal, layoutGenerator.IterationsCount, additionalData); return generatorRun; })); });