Add progression and new method of selection/mutation/crossover

src/Managing.Application/Shared/MessengerService.cs

@@ -176,6 +176,19 @@ public class MessengerService : IMessengerService
         }
     }
 
+    public async Task SendGeneticAlgorithmNotification(GeneticRequest request, double bestFitness, object? bestChromosome)
+    {
+        try
+        {
+            var message = BuildGeneticAlgorithmMessage(request, bestFitness, bestChromosome);
+            await _webhookService.SendMessage(message, "2775292276");
+        }
+        catch (Exception e)
+        {
+            Console.WriteLine($"Failed to send genetic algorithm notification: {e.Message}");
+        }
+    }
+
     private string BuildBacktestConfigMessage(Backtest backtest)
     {
         var config = backtest.Config;
@@ -263,4 +276,42 @@ public class MessengerService : IMessengerService
 
         return message;
     }
+
+    private string BuildGeneticAlgorithmMessage(GeneticRequest request, double bestFitness, object? bestChromosome)
+    {
+        var duration = request.CompletedAt.HasValue 
+            ? request.CompletedAt.Value - request.CreatedAt 
+            : TimeSpan.Zero;
+
+        var indicators = request.EligibleIndicators.Any() 
+            ? string.Join(", ", request.EligibleIndicators.Select(i => i.ToString()))
+            : "N/A";
+
+        if (request.EligibleIndicators.Count > 5)
+        {
+            indicators += $" (+{request.EligibleIndicators.Count - 5} more)";
+        }
+
+        var message = $"🧬 Genetic Algorithm Completed! 🧬\n\n" +
+                      $"🔹 Symbol: {request.Ticker}\n" +
+                      $"⏱️ Timeframe: {request.Timeframe}\n" +
+                      $"👥 Population: {request.PopulationSize}\n" +
+                      $"🔄 Generations: {request.Generations}\n" +
+                      $"🎯 Selection: {request.SelectionMethod}\n" +
+                      $"🔀 Crossover: {request.CrossoverMethod}\n" +
+                      $"🧬 Mutation: {request.MutationMethod}\n" +
+                      $"🧩 Indicators: {indicators}\n" +
+                      $"📅 Period: {request.StartDate:yyyy-MM-dd} to {request.EndDate:yyyy-MM-dd}\n" +
+                      $"📈 Results:\n" +
+                      $"⭐ Best Fitness: {bestFitness:F4}\n" +
+                      $"⏱️ Duration: {duration.TotalMinutes:F1} minutes\n" +
+                      $"🆔 Request ID: {request.RequestId[..8]}...";
+
+        if (request.BestFitnessSoFar.HasValue && request.BestFitnessSoFar.Value > 0)
+        {
+            message += $"\n🏆 Best Fitness So Far: {request.BestFitnessSoFar.Value:F4}";
+        }
+
+        return message;
+    }
 }