Added configuration panel datasets, back-end refactor and others

app/Events/PerceptronInitialization.php

@@ -0,0 +1,49 @@
+<?php
+
+namespace App\Events;
+
+use App\Models\ActivationsFunctions;
+use Illuminate\Broadcasting\Channel;
+use Illuminate\Broadcasting\InteractsWithSockets;
+use Illuminate\Contracts\Broadcasting\ShouldBroadcast;
+use Illuminate\Foundation\Events\Dispatchable;
+use Illuminate\Queue\SerializesModels;
+
+class PerceptronInitialization implements ShouldBroadcast
+{
+    use Dispatchable, InteractsWithSockets, SerializesModels;
+
+    /**
+     * Create a new event instance.
+     */
+    public function __construct(
+        public array $dataset,
+        public ActivationsFunctions $activationFunction,
+        public string $sessionId,
+        public string $trainingId,
+    )
+    {
+        //
+    }
+
+    /**
+     * Get the channels the event should broadcast on.
+     *
+     * @return array<int, \Illuminate\Broadcasting\Channel>
+     */
+    public function broadcastOn(): array
+    {
+        return [
+            new Channel($this->sessionId . '-perceptron-training'),
+        ];
+    }
+
+    public function broadcastWith(): array
+    {
+        return [
+            'dataset' => $this->dataset,
+            'activationFunction' => $this->activationFunction,
+            'trainingId' => $this->trainingId,
+        ];
+    }
+}

app/Events/PerceptronTrainingEnded.php

@@ -20,6 +20,7 @@ class PerceptronTrainingEnded implements ShouldBroadcast
     public function __construct(
         public string $reason,
         public string $sessionId,
+        public string $trainingId,
     )
     {
         //
@@ -41,6 +42,7 @@ class PerceptronTrainingEnded implements ShouldBroadcast
     {
         return [
             'reason' => $this->reason,
+            'trainingId' => $this->trainingId,
         ];
     }
 }

app/Events/PerceptronTrainingIteration.php

@@ -17,11 +17,9 @@ class PerceptronTrainingIteration implements ShouldBroadcast
      * Create a new event instance.
      */
     public function __construct(
-        public int $iteration,
-        public int $exampleIndex,
-        public float $error,
-        public array $synaptic_weights,
+        public array $iterations, // ["iteration" => int, "exampleIndex" => int, "error" => float, "synaptic_weights" => array]
         public string $sessionId,
+        public string $trainingId,
     )
     {
         //
@@ -43,10 +41,8 @@ class PerceptronTrainingIteration implements ShouldBroadcast
     public function broadcastWith(): array
     {
         return [
-            'iteration' => $this->iteration,
-            'exampleIndex' => $this->exampleIndex,
-            'error' => $this->error,
-            'synaptic_weights' => $this->synaptic_weights,
+            'iterations' => $this->iterations,
+            'trainingId' => $this->trainingId,
         ];
     }
 }