Link in the Automation component

WebServer/Program.cs

@@ -2,28 +2,38 @@ using WebServer.Components;
 using Controllers.PythonInterop;
 using Controllers.DataBase;
 using Controllers.Payment;
+using System.Runtime.InteropServices;
+using Controllers.Automation;
 
 // Load the module in globally and use correct path for local or docker runners
-AIModule interopModule = new AIModule();
+AIModule _aiModule;
+if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX)) {
+    _aiModule = new AIModule("/opt/homebrew/bin//python3.11");
+} else {
+    _aiModule = new AIModule();
+}
+
+// Load the Payment Processor
+IPayment _paymentProcessor = new PaymentTestor();
 
 if (args.Contains("Retrain-AI")) {
     // This runs once per month on the first -> set by the crontab.txt
-    interopModule.PullAI();
+    DbDriver _dbDriver = new DbDriver();
-    interopModule.TrainAI();
+    AutomationController auto = new AutomationController(_aiModule, _dbDriver, _paymentProcessor);
+    auto.GlobalTrainAI();
 } else if (args.Contains("Perform-AI")) {
     // This runs every hour that the stock market is open -> set by the crontab.txt
-
+    DbDriver _dbDriver = new DbDriver();
-    // Get all current holdings for Stocks
+    AutomationController auto = new AutomationController(_aiModule, _dbDriver, _paymentProcessor);
-    // Perform the AI Signal per stock
+    auto.GlobalPredictAI();
-    // Perform action in background for each stock
 } else {
     // This runs when the server is started normally
 
     // Make sure the data is ready before first run
     string firstPullRan = (new DbDriver()).Get("FirstPull");
     if (firstPullRan != "1") {
-        interopModule.PullAI();
+        _aiModule.PullAI();
-        interopModule.TrainAI();
+        _aiModule.TrainAI();
         (new DbDriver()).Set("FirstPull", "1");
     }
 
@@ -38,11 +48,11 @@ if (args.Contains("Retrain-AI")) {
 
     // Insert the payment Processor
     builder.Services.AddSingleton<IPayment>(
-        new PaymentTestor() // Of type Payment Testor -> Change this with stripe or square in the future
+        _paymentProcessor
     );
 
     // Insert the python modlue for Dependency Injection
-    builder.Services.AddSingleton(interopModule);
+    builder.Services.AddSingleton(_aiModule);
 
     // Build the app
     var app = builder.Build();