<?php

namespace App\Http\Requests;

use Illuminate\Foundation\Http\FormRequest;

class RunPerceptronRequest extends FormRequest
{
    public function authorize(): bool
    {
        return true;
    }

    public function rules(): array
    {
        return [
            'type' => ['required', 'string', 'in:simple,gradientdescent,adaline,monolayer,multilayer'],
            'dataset' => ['required', 'string', 'max:100', 'regex:/^[A-Za-z0-9_-]+$/'],
            'weight_init_method' => ['required', 'string', 'in:random,zeros'],
            'learning_rate' => ['required', 'numeric', 'min:0'],
            'min_error' => ['required', 'numeric', 'min:0'],
            'hidden_layers' => ['required', 'integer', 'min:1', 'max:5'],
            'hidden_layers_neurons' => ['required', 'integer', 'min:1', 'max:5'],
            'max_iterations' => ['required', 'integer', 'min:1', 'max:5000'],
            'session_id' => ['required', 'string', 'max:100'],
            'training_id' => ['required', 'string', 'max:100'],
        ];
    }
}