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.editorconfig Normal file
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root = true
[*]
charset = utf-8
end_of_line = lf
indent_size = 4
indent_style = space
insert_final_newline = true
trim_trailing_whitespace = true
[*.md]
trim_trailing_whitespace = false
[*.{yml,yaml}]
indent_size = 2
[docker-compose.yml]
indent_size = 4

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APP_NAME=Laravel
APP_ENV=local
APP_KEY=
APP_DEBUG=true
APP_URL=http://localhost
LOG_CHANNEL=stack
LOG_DEPRECATIONS_CHANNEL=null
LOG_LEVEL=debug
DB_CONNECTION=mysql
DB_HOST=127.0.0.1
DB_PORT=3306
DB_DATABASE=laravel
DB_USERNAME=root
DB_PASSWORD=
BROADCAST_DRIVER=log
CACHE_DRIVER=file
FILESYSTEM_DISK=local
QUEUE_CONNECTION=sync
SESSION_DRIVER=file
SESSION_LIFETIME=120
MEMCACHED_HOST=127.0.0.1
REDIS_HOST=127.0.0.1
REDIS_PASSWORD=null
REDIS_PORT=6379
MAIL_MAILER=smtp
MAIL_HOST=mailpit
MAIL_PORT=1025
MAIL_USERNAME=null
MAIL_PASSWORD=null
MAIL_ENCRYPTION=null
MAIL_FROM_ADDRESS="hello@example.com"
MAIL_FROM_NAME="${APP_NAME}"
AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=
AWS_DEFAULT_REGION=us-east-1
AWS_BUCKET=
AWS_USE_PATH_STYLE_ENDPOINT=false
PUSHER_APP_ID=
PUSHER_APP_KEY=
PUSHER_APP_SECRET=
PUSHER_HOST=
PUSHER_PORT=443
PUSHER_SCHEME=https
PUSHER_APP_CLUSTER=mt1
VITE_APP_NAME="${APP_NAME}"
VITE_PUSHER_APP_KEY="${PUSHER_APP_KEY}"
VITE_PUSHER_HOST="${PUSHER_HOST}"
VITE_PUSHER_PORT="${PUSHER_PORT}"
VITE_PUSHER_SCHEME="${PUSHER_SCHEME}"
VITE_PUSHER_APP_CLUSTER="${PUSHER_APP_CLUSTER}"

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* text=auto eol=lf
*.blade.php diff=html
*.css diff=css
*.html diff=html
*.md diff=markdown
*.php diff=php
/.github export-ignore
CHANGELOG.md export-ignore
.styleci.yml export-ignore

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.gitignore vendored Normal file
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/.phpunit.cache
/node_modules
/public/build
/public/hot
/public/storage
/storage/*.key
/vendor
.env
.env.backup
.env.production
.phpunit.result.cache
Homestead.json
Homestead.yaml
auth.json
npm-debug.log
yarn-error.log
/.fleet
/.idea
/.vscode

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README.md Normal file
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<p align="center"><a href="https://laravel.com" target="_blank"><img src="https://raw.githubusercontent.com/laravel/art/master/logo-lockup/5%20SVG/2%20CMYK/1%20Full%20Color/laravel-logolockup-cmyk-red.svg" width="400" alt="Laravel Logo"></a></p>
<p align="center">
<a href="https://github.com/laravel/framework/actions"><img src="https://github.com/laravel/framework/workflows/tests/badge.svg" alt="Build Status"></a>
<a href="https://packagist.org/packages/laravel/framework"><img src="https://img.shields.io/packagist/dt/laravel/framework" alt="Total Downloads"></a>
<a href="https://packagist.org/packages/laravel/framework"><img src="https://img.shields.io/packagist/v/laravel/framework" alt="Latest Stable Version"></a>
<a href="https://packagist.org/packages/laravel/framework"><img src="https://img.shields.io/packagist/l/laravel/framework" alt="License"></a>
</p>
## About Laravel
Laravel is a web application framework with expressive, elegant syntax. We believe development must be an enjoyable and creative experience to be truly fulfilling. Laravel takes the pain out of development by easing common tasks used in many web projects, such as:
- [Simple, fast routing engine](https://laravel.com/docs/routing).
- [Powerful dependency injection container](https://laravel.com/docs/container).
- Multiple back-ends for [session](https://laravel.com/docs/session) and [cache](https://laravel.com/docs/cache) storage.
- Expressive, intuitive [database ORM](https://laravel.com/docs/eloquent).
- Database agnostic [schema migrations](https://laravel.com/docs/migrations).
- [Robust background job processing](https://laravel.com/docs/queues).
- [Real-time event broadcasting](https://laravel.com/docs/broadcasting).
Laravel is accessible, powerful, and provides tools required for large, robust applications.
## Learning Laravel
Laravel has the most extensive and thorough [documentation](https://laravel.com/docs) and video tutorial library of all modern web application frameworks, making it a breeze to get started with the framework.
You may also try the [Laravel Bootcamp](https://bootcamp.laravel.com), where you will be guided through building a modern Laravel application from scratch.
If you don't feel like reading, [Laracasts](https://laracasts.com) can help. Laracasts contains thousands of video tutorials on a range of topics including Laravel, modern PHP, unit testing, and JavaScript. Boost your skills by digging into our comprehensive video library.
## Laravel Sponsors
We would like to extend our thanks to the following sponsors for funding Laravel development. If you are interested in becoming a sponsor, please visit the [Laravel Partners program](https://partners.laravel.com).
### Premium Partners
- **[Vehikl](https://vehikl.com/)**
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- **[WebReinvent](https://webreinvent.com/)**
- **[Kirschbaum Development Group](https://kirschbaumdevelopment.com)**
- **[64 Robots](https://64robots.com)**
- **[Curotec](https://www.curotec.com/services/technologies/laravel/)**
- **[Cyber-Duck](https://cyber-duck.co.uk)**
- **[DevSquad](https://devsquad.com/hire-laravel-developers)**
- **[Jump24](https://jump24.co.uk)**
- **[Redberry](https://redberry.international/laravel/)**
- **[Active Logic](https://activelogic.com)**
- **[byte5](https://byte5.de)**
- **[OP.GG](https://op.gg)**
## Contributing
Thank you for considering contributing to the Laravel framework! The contribution guide can be found in the [Laravel documentation](https://laravel.com/docs/contributions).
## Code of Conduct
In order to ensure that the Laravel community is welcoming to all, please review and abide by the [Code of Conduct](https://laravel.com/docs/contributions#code-of-conduct).
## Security Vulnerabilities
If you discover a security vulnerability within Laravel, please send an e-mail to Taylor Otwell via [taylor@laravel.com](mailto:taylor@laravel.com). All security vulnerabilities will be promptly addressed.
## License
The Laravel framework is open-sourced software licensed under the [MIT license](https://opensource.org/licenses/MIT).

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<?php
namespace App\Console;
use Illuminate\Console\Scheduling\Schedule;
use Illuminate\Foundation\Console\Kernel as ConsoleKernel;
class Kernel extends ConsoleKernel
{
/**
* Define the application's command schedule.
*/
protected function schedule(Schedule $schedule): void
{
// $schedule->command('inspire')->hourly();
}
/**
* Register the commands for the application.
*/
protected function commands(): void
{
$this->load(__DIR__.'/Commands');
require base_path('routes/console.php');
}
}

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<?php
namespace App\Exceptions;
use Illuminate\Foundation\Exceptions\Handler as ExceptionHandler;
use Throwable;
class Handler extends ExceptionHandler
{
/**
* The list of the inputs that are never flashed to the session on validation exceptions.
*
* @var array<int, string>
*/
protected $dontFlash = [
'current_password',
'password',
'password_confirmation',
];
/**
* Register the exception handling callbacks for the application.
*/
public function register(): void
{
$this->reportable(function (Throwable $e) {
//
});
}
}

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<?php
namespace App\Exports;
use App\Models\HasilPengujian;
use App\Models\DataUji;
use Illuminate\Support\Collection;
use Maatwebsite\Excel\Concerns\FromCollection;
use Maatwebsite\Excel\Concerns\WithHeadings;
class PrediksiExport implements FromCollection, WithHeadings
{
public function collection()
{
$dataUji = DataUji::select([
'kecamatan',
'data_tahun',
'jumlah_penduduk',
'phbs',
'imunisasi_pcv_1',
'imunisasi_pcv_2',
'rata_rata_imunisasi',
'perilaku_merokok',
'data_kasus',
'latitude',
'longitude',
'status_prediksi',
])->get()->map(function ($item) {
return [
$item->kecamatan,
$item->jumlah_penduduk,
$item->data_tahun,
$item->phbs,
$item->imunisasi_pcv_1,
$item->imunisasi_pcv_2,
$item->rata_rata_imunisasi,
$item->perilaku_merokok,
$item->data_kasus,
$item->latitude,
$item->longitude,
$item->data_tahun ? $item->data_tahun + 1 : '-',
$item->status_prediksi,
];
});
$hasilPengujian = HasilPengujian::select([
'kecamatan',
'jumlah_penduduk',
'data_tahun',
'phbs',
'pcv1',
'pcv2',
'imunisasi',
'merokok',
'jumlah_kasus',
'latitude',
'longitude',
'prediksi_tahun',
'status_prediksi',
])->get()->map(function ($item) {
return [
$item->kecamatan,
$item->jumlah_penduduk,
$item->data_tahun,
$item->phbs,
$item->pcv1,
$item->pcv2,
$item->imunisasi,
$item->merokok,
$item->jumlah_kasus,
$item->latitude,
$item->longitude,
$item->prediksi_tahun,
$item->status_prediksi,
];
});
// Gabung array, lalu jadikan Collection
return collect($dataUji->toArray())
->merge($hasilPengujian->toArray());
}
public function headings(): array
{
return [
'Kecamatan',
'Jumlah Penduduk',
'Data Tahun',
'PHBS',
'PCV1',
'PCV2',
'Imunisasi',
'Merokok',
'Jumlah Kasus',
'Latitude',
'Longitude',
'Prediksi Tahun',
'Status Prediksi',
];
}
}

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<?php
namespace App\Http\Controllers\Admin;
use App\Http\Controllers\Controller;
use Illuminate\Http\Request;
use App\Models\Kasus;
class KasusController extends Controller
{
public function index(Request $request)
{
$search = $request->input('search');
$monthsOrder = "'Januari','Februari','Maret','April','Mei','Juni','Juli','Agustus','September','Oktober','November','Desember'";
$query = Kasus::query();
if ($search) {
$query->where(function ($q) use ($search) {
$q->where('bulan', 'like', "%{$search}%")
->orWhere('tahun', 'like', "%{$search}%")
->orWhere('jumlah_kasus', 'like', "%{$search}%");
});
}
$kasuses = $query->orderBy('tahun', 'desc')
->orderByRaw("FIELD(bulan, $monthsOrder)")
->paginate(10);
return view('admin.kasus.index', compact('kasuses'));
}
public function create()
{
return view('admin.kasus.create');
}
public function store(Request $request)
{
$validated = $request->validate([
'bulan' => 'required|string|max:255',
'jumlah_kasus' => 'required|integer|min:0',
'tahun' => 'required|integer|min:1900|max:' . (date('Y') + 1),
]);
Kasus::create($validated);
return redirect()->route('admin.kasus.index')->with('success', 'Data kasus berhasil ditambahkan.');
}
// Edit dengan parameter model binding nama $kasus agar konsisten dengan update
public function edit(Kasus $kasu)
{
return view('admin.kasus.edit', compact('kasu'));
}
// Update method pakai parameter $kasus dan input spesifik
public function update(Request $request, Kasus $kasu)
{
$validated = $request->validate([
'bulan' => 'required|string|max:255',
'jumlah_kasus' => 'required|integer|min:0',
'tahun' => 'required|integer|min:1900|max:' . (date('Y') + 1),
]);
$kasu->update($validated);
return redirect()->route('admin.kasus.index')->with('success', 'Data kasus berhasil diperbarui.');
}
public function destroy(Kasus $kasus)
{
$kasus->delete();
return redirect()->route('admin.kasus.index')->with('success', 'Data kasus berhasil dihapus.');
}
}

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<?php
namespace App\Http\Controllers\Admin;
use App\Http\Controllers\AdminController;
use App\Models\User;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Hash;
class UserController extends AdminController
{
public function index()
{
$users = User::all();
return view('admin.users.index', compact('users'));
}
public function store(Request $request)
{
// Validasi input
$request->validate([
'name' => 'required|string|max:255',
'email' => 'required|email|unique:users,email',
'password' => 'required|string|min:6',
]);
// Buat user baru
User::create([
'name' => $request->name,
'email' => $request->email,
'password' => Hash::make($request->password),
]);
return redirect()->back()->with('success', 'User berhasil ditambahkan.');
}
public function edit($id)
{
$user = User::findOrFail($id);
return view('admin.users.edit', compact('user'));
}
public function update(Request $request, $id)
{
// Validasi input
$request->validate([
'name' => 'required|string|max:255',
'email' => 'required|email|unique:users,email,' . $id,
]);
$user = User::findOrFail($id);
$user->update([
'name' => $request->name,
'email' => $request->email,
]);
return redirect()->route('admin.users.index')->with('success', 'User berhasil diperbarui.');
}
}

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<?php
namespace App\Http\Controllers;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use App\Models\DataLatih;
use App\Models\UjiData;
use App\Models\Prediksi;
use App\Models\User;
use App\Models\Kabupaten;
class AdminController extends Controller
{
// Menambahkan middleware auth agar hanya bisa diakses oleh user yang sudah login
public function __construct()
{
$this->middleware('auth');
}
public function dashboard()
{
$data = [
'merokok' => [/* data perilaku merokok */],
'rumah' => [/* data kondisi rumah */],
'imunisasi' => [/* data status imunisasi */]
];
// Data untuk peta
$locations = [
'rawan' => ['kecamatan' => 'A', 'color' => 'red'],
'berhati_hati' => ['kecamatan' => 'B', 'color' => 'blue']
];
return view('admin.dashboard', compact('data', 'locations'));
}
public function dataLatih()
{
$dataLatih = DataLatih::all(); // Ambil semua data latih dari database
return view('admin.data-latih', compact('dataLatih')); // Tampilkan ke view
}
// public function ujiData()
// {
// // Gunakan nilai sementara agar tidak error
// $probabilitas = 0.75;
// $mean = 12.5;
// $stdDeviasi = 3.2;
// $akurasi = 85.6;
// return view('admin.uji-data', compact('probabilitas', 'mean', 'stdDeviasi', 'akurasi'));
// }
public function prediksi()
{
$data_prediksi = Prediksi::all(); // Ambil semua data prediksi dari database
return view('admin.prediksi', compact('data_prediksi'));
}
public function hapusPrediksi($id)
{
$prediksi = Prediksi::find($id);
if ($prediksi) {
$prediksi->delete();
}
return redirect()->route('prediksi')->with('success', 'Data berhasil dihapus');
}
public function users() {
$users = User::all(); // Pastikan model `User` di-import
return view('admin.users', compact('users'));
}
public function store(Request $request)
{
$request->validate([
'name' => 'required|string|max:255',
'email' => 'required|email|unique:users',
'password' => 'required|min:6',
]);
User::create([
'name' => $request->name,
'email' => $request->email,
'password' => bcrypt($request->password),
]);
return redirect()->route('admin.users')->with('success', 'User berhasil ditambahkan.');
}
public function logout(Request $request)
{
Auth::guard('admin')->logout();
$request->session()->invalidate();
$request->session()->regenerateToken();
return redirect('/admin/login'); // Sesuaikan dengan halaman login Anda
}
public function edit($id)
{
$user = User::findOrFail($id); // Ambil data user berdasarkan ID
return view('admin.users.edit', compact('user'));
}
public function update(Request $request, $id)
{
$request->validate([
'name' => 'required|string|max:255',
'email' => 'required|email|unique:users,email,' . $id,
]);
$user = User::findOrFail($id);
$user->update($request->all());
return redirect()->route('admin.users.index')->with('success', 'Data user berhasil diperbarui.');
}
public function kabupaten()
{
$kabupatens = Kabupaten::all(); // Ambil semua data kabupaten
return view('admin.kabupaten.index', compact('kabupatens')); // Kirim data ke view
}
public function createKabupaten()
{
return view('admin.kabupaten.create'); // Menunjukkan view create dari kabupaten
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Http\Requests\Auth\LoginRequest;
use App\Providers\RouteServiceProvider;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use Illuminate\View\View;
class AuthenticatedSessionController extends Controller
{
/**
* Display the login view.
*/
public function create(): View
{
return view('auth.login');
}
/**
* Handle an incoming authentication request.
*/
public function store(LoginRequest $request): RedirectResponse
{
$request->authenticate();
$request->session()->regenerate();
return redirect()->intended(RouteServiceProvider::HOME);
}
/**
* Destroy an authenticated session.
*/
public function destroy(Request $request): RedirectResponse
{
Auth::guard('web')->logout();
$request->session()->invalidate();
$request->session()->regenerateToken();
return redirect('/');
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Providers\RouteServiceProvider;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use Illuminate\Validation\ValidationException;
use Illuminate\View\View;
class ConfirmablePasswordController extends Controller
{
/**
* Show the confirm password view.
*/
public function show(): View
{
return view('auth.confirm-password');
}
/**
* Confirm the user's password.
*/
public function store(Request $request): RedirectResponse
{
if (! Auth::guard('web')->validate([
'email' => $request->user()->email,
'password' => $request->password,
])) {
throw ValidationException::withMessages([
'password' => __('auth.password'),
]);
}
$request->session()->put('auth.password_confirmed_at', time());
return redirect()->intended(RouteServiceProvider::HOME);
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Providers\RouteServiceProvider;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
class EmailVerificationNotificationController extends Controller
{
/**
* Send a new email verification notification.
*/
public function store(Request $request): RedirectResponse
{
if ($request->user()->hasVerifiedEmail()) {
return redirect()->intended(RouteServiceProvider::HOME);
}
$request->user()->sendEmailVerificationNotification();
return back()->with('status', 'verification-link-sent');
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Providers\RouteServiceProvider;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\View\View;
class EmailVerificationPromptController extends Controller
{
/**
* Display the email verification prompt.
*/
public function __invoke(Request $request): RedirectResponse|View
{
return $request->user()->hasVerifiedEmail()
? redirect()->intended(RouteServiceProvider::HOME)
: view('auth.verify-email');
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
class LoginController extends Controller
{
public function showLoginForm()
{
return view('auth.login');
}
public function login(Request $request)
{
// Validasi input
$request->validate([
'email' => 'required|email',
'password' => 'required'
]);
// Cek kredensial login
if (Auth::attempt(['email' => $request->email, 'password' => $request->password])) {
// Setelah login berhasil, redirect ke dashboard admin
$request->session()->flash('login_success', 'Login berhasil!');
return redirect()->route('admin.dashboard'); // Redirect ke dashboard admin
}
// Jika login gagal
return back()->withErrors(['email' => 'Login gagal, cek kembali email dan password!']);
}
public function showDashboard()
{
// Flash session untuk notifikasi pop-up setelah masuk ke dashboard
session()->flash('welcome_message', 'Selamat datang di Dashboard Admin!');
return view('admin.dashboard');
}
public function logout(Request $request)
{
Auth::logout();
$request->session()->invalidate();
$request->session()->regenerateToken();
return redirect('/');
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use Illuminate\Auth\Events\PasswordReset;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Hash;
use Illuminate\Support\Facades\Password;
use Illuminate\Support\Str;
use Illuminate\Validation\Rules;
use Illuminate\View\View;
class NewPasswordController extends Controller
{
/**
* Display the password reset view.
*/
public function create(Request $request): View
{
return view('auth.reset-password', ['request' => $request]);
}
/**
* Handle an incoming new password request.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function store(Request $request): RedirectResponse
{
$request->validate([
'token' => ['required'],
'email' => ['required', 'email'],
'password' => ['required', 'confirmed', Rules\Password::defaults()],
]);
// Here we will attempt to reset the user's password. If it is successful we
// will update the password on an actual user model and persist it to the
// database. Otherwise we will parse the error and return the response.
$status = Password::reset(
$request->only('email', 'password', 'password_confirmation', 'token'),
function ($user) use ($request) {
$user->forceFill([
'password' => Hash::make($request->password),
'remember_token' => Str::random(60),
])->save();
event(new PasswordReset($user));
}
);
// If the password was successfully reset, we will redirect the user back to
// the application's home authenticated view. If there is an error we can
// redirect them back to where they came from with their error message.
return $status == Password::PASSWORD_RESET
? redirect()->route('login')->with('status', __($status))
: back()->withInput($request->only('email'))
->withErrors(['email' => __($status)]);
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Hash;
use Illuminate\Validation\Rules\Password;
class PasswordController extends Controller
{
/**
* Update the user's password.
*/
public function update(Request $request): RedirectResponse
{
$validated = $request->validateWithBag('updatePassword', [
'current_password' => ['required', 'current_password'],
'password' => ['required', Password::defaults(), 'confirmed'],
]);
$request->user()->update([
'password' => Hash::make($validated['password']),
]);
return back()->with('status', 'password-updated');
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Password;
use Illuminate\View\View;
class PasswordResetLinkController extends Controller
{
/**
* Display the password reset link request view.
*/
public function create(): View
{
return view('auth.forgot-password');
}
/**
* Handle an incoming password reset link request.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function store(Request $request): RedirectResponse
{
$request->validate([
'email' => ['required', 'email'],
]);
// We will send the password reset link to this user. Once we have attempted
// to send the link, we will examine the response then see the message we
// need to show to the user. Finally, we'll send out a proper response.
$status = Password::sendResetLink(
$request->only('email')
);
return $status == Password::RESET_LINK_SENT
? back()->with('status', __($status))
: back()->withInput($request->only('email'))
->withErrors(['email' => __($status)]);
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Models\User;
use App\Providers\RouteServiceProvider;
use Illuminate\Auth\Events\Registered;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use Illuminate\Support\Facades\Hash;
use Illuminate\Validation\Rules;
use Illuminate\View\View;
class RegisteredUserController extends Controller
{
/**
* Display the registration view.
*/
public function create(): View
{
return view('auth.register');
}
/**
* Handle an incoming registration request.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function store(Request $request): RedirectResponse
{
$request->validate([
'name' => ['required', 'string', 'max:255'],
'email' => ['required', 'string', 'lowercase', 'email', 'max:255', 'unique:'.User::class],
'password' => ['required', 'confirmed', Rules\Password::defaults()],
]);
$user = User::create([
'name' => $request->name,
'email' => $request->email,
'password' => Hash::make($request->password),
]);
event(new Registered($user));
Auth::login($user);
return redirect(RouteServiceProvider::HOME);
}
}

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<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use App\Providers\RouteServiceProvider;
use Illuminate\Auth\Events\Verified;
use Illuminate\Foundation\Auth\EmailVerificationRequest;
use Illuminate\Http\RedirectResponse;
class VerifyEmailController extends Controller
{
/**
* Mark the authenticated user's email address as verified.
*/
public function __invoke(EmailVerificationRequest $request): RedirectResponse
{
if ($request->user()->hasVerifiedEmail()) {
return redirect()->intended(RouteServiceProvider::HOME.'?verified=1');
}
if ($request->user()->markEmailAsVerified()) {
event(new Verified($request->user()));
}
return redirect()->intended(RouteServiceProvider::HOME.'?verified=1');
}
}

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<?php
namespace App\Http\Controllers;
use Illuminate\Foundation\Auth\Access\AuthorizesRequests;
use Illuminate\Foundation\Validation\ValidatesRequests;
use Illuminate\Routing\Controller as BaseController;
class Controller extends BaseController
{
use AuthorizesRequests, ValidatesRequests;
}

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<?php
namespace App\Http\Controllers;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\DB;
class DashboardController extends Controller
{
// Fungsi default, menampilkan data untuk tahun 2023
public function index(Request $request)
{
$tahunTerpilih = 2023;
$data_latih = DB::table('data_latih')->get();
$stats = DB::table('data_latih')
->selectRaw('
ROUND(AVG(phbs), 2) AS persen_phbs_baik,
ROUND(100 - AVG(phbs), 2) AS persen_phbs_tidak_baik,
ROUND(AVG(imunisasi), 2) AS persen_imunisasi,
ROUND(100 - AVG(imunisasi), 2) AS persen_tidak_imunisasi,
ROUND(AVG(merokok), 2) AS persen_merokok,
ROUND(100 - AVG(merokok), 2) AS persen_tidak_merokok
')
->first();
$jumlahKasusDataLatih = DB::table('data_latih')->sum('kasus_2023');
$kabupatens = DB::table('kabupatens')
->join('data_latih', 'kabupatens.nama', '=', 'data_latih.kecamatan')
->select('kabupatens.nama', 'kabupatens.latitude', 'kabupatens.longitude', 'data_latih.hipotesis')
->get();
$topKasus = DB::table('data_latih')
->join('kabupatens', 'data_latih.kecamatan', '=', 'kabupatens.nama')
->select('kabupatens.nama', 'data_latih.kasus_2023')
->orderByDesc('data_latih.kasus_2023')
->take(5)
->get();
// Ambil tahun-tahun yang tersedia dari tabel 'kasus'
$availableYears = DB::table('kasus')
->select('tahun')
->distinct()
->orderByDesc('tahun')
->pluck('tahun');
// Ambil tahun yang dipilih dari input user (jika ada), jika tidak pakai default
$selectedYear = $request->input('year') ?? $tahunTerpilih;
// Data kasus per bulan untuk tahun yang dipilih
$kasusPerBulan = DB::table('kasus')
->select('bulan', DB::raw('SUM(jumlah_kasus) as total'))
->where('tahun', $selectedYear)
->groupBy('bulan')
->orderByRaw("FIELD(bulan, 'Januari','Februari','Maret','April','Mei','Juni','Juli','Agustus','September','Oktober','November','Desember')")
->get();
$bulanLabels = [];
$totalKasus = [];
foreach ($kasusPerBulan as $item) {
$bulanLabels[] = $item->bulan;
$totalKasus[] = $item->total;
}
// Data kasus per bulan untuk semua tahun (opsional, untuk perbandingan multiyear)
$kasusPerBulanByYear = [];
foreach ($availableYears as $year) {
$kasusPerBulanByYear[$year] = DB::table('kasus')
->where('tahun', $year)
->orderByRaw("FIELD(bulan, 'Januari','Februari','Maret','April','Mei','Juni','Juli','Agustus','September','Oktober','November','Desember')")
->get(['bulan', 'jumlah_kasus']);
}
return view('admin.dashboard', compact(
'stats',
'kabupatens',
'jumlahKasusDataLatih',
'topKasus',
'bulanLabels',
'totalKasus',
'data_latih',
'kasusPerBulanByYear',
'availableYears',
'selectedYear',
'tahunTerpilih'
));
}
// Fungsi dashboard dengan filter tahun dinamis
public function dashboard(Request $request)
{
$tahunTerpilih = $request->input('tahun', 2023);
$data_latih = DB::table('data_latih')->get();
$stats = DB::table('data_latih')
->selectRaw('
ROUND(AVG(phbs), 2) AS persen_phbs_baik,
ROUND(100 - AVG(phbs), 2) AS persen_phbs_tidak_baik,
ROUND(AVG(imunisasi), 2) AS persen_imunisasi,
ROUND(100 - AVG(imunisasi), 2) AS persen_tidak_imunisasi,
ROUND(AVG(merokok), 2) AS persen_merokok,
ROUND(100 - AVG(merokok), 2) AS persen_tidak_merokok
')
->first();
$jumlahKasusDataLatih = DB::table('data_latih')->sum('kasus_2023');
$kabupatens = DB::table('kabupatens')
->join('data_latih', 'kabupatens.nama', '=', 'data_latih.kecamatan')
->select('kabupatens.nama', 'kabupatens.latitude', 'kabupatens.longitude', 'data_latih.hipotesis')
->get();
$topKasus = DB::table('data_latih')
->join('kabupatens', 'data_latih.kecamatan', '=', 'kabupatens.nama')
->select('kabupatens.nama', 'data_latih.kasus_2023')
->orderByDesc('data_latih.kasus_2023')
->take(5)
->get();
$kasusPerBulan = DB::table('kasus')
->select('bulan', DB::raw('SUM(jumlah_kasus) as total'))
->where('tahun', $tahunTerpilih)
->groupBy('bulan')
->orderByRaw("FIELD(bulan, 'Januari','Februari','Maret','April','Mei','Juni','Juli','Agustus','September','Oktober','November','Desember')")
->get();
$bulanLabels = [];
$totalKasus = [];
foreach ($kasusPerBulan as $item) {
$bulanLabels[] = $item->bulan;
$totalKasus[] = $item->total;
}
$availableYears = DB::table('kasus')
->selectRaw('YEAR(tanggal) as year')
->distinct()
->orderBy('year', 'desc')
->pluck('year');
$selectedYear = 2023; // Sesuaikan defaultnya
// Lalu tambahkan ke compact
return view('admin.dashboard', compact(
'stats',
'kabupatens',
'jumlahKasusDataLatih',
'topKasus',
'bulanLabels',
'totalKasus',
'data_latih',
'tahunTersedia',
'tahunTerpilih',
'availableYears',
'selectedYear'
));
}
}

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<?php
namespace App\Http\Controllers;
use App\Models\DataLatih;
use Illuminate\Http\Request;
use PhpOffice\PhpSpreadsheet\IOFactory;
class ImportController extends Controller
{
public function import(Request $request)
{
$request->validate([
'file' => 'required|file|mimes:xlsx,xls'
]);
$file = $request->file('file');
$spreadsheet = IOFactory::load($file);
$sheet = $spreadsheet->getActiveSheet();
$rows = $sheet->toArray();
$dataToInsert = [];
foreach ($rows as $index => $row) {
if ($index === 0) continue; // skip header
$kecamatan = trim($row[1]); // Kolom ke-1: Kecamatan (index 1 karena id di kolom 0)
if (empty($kecamatan)) continue;
$dataToInsert[] = [
'kecamatan' => $kecamatan,
'jumlah_penduduk' => is_numeric($row[2]) ? (int)$row[2] : 0, // kolom 2
'data_tahun' => is_numeric($row[3]) ? (int)$row[3] : 2023, // kolom 3
'phbs' => is_numeric($row[4]) ? (float)$row[4] : 0,
'pcv1' => is_numeric($row[5]) ? (float)$row[5] : 0,
'pcv2' => is_numeric($row[6]) ? (float)$row[6] : 0,
'imunisasi' => is_numeric($row[7]) ? (float)$row[7] : 0,
'merokok' => is_numeric($row[8]) ? (float)$row[8] : 0,
'kasus_2023' => is_numeric($row[9]) ? (int)$row[9] : 0,
'latitude' => is_numeric($row[10]) ? (float)($row[10] / 1000000) : 0,
'longitude' => is_numeric($row[11]) ? (float)($row[11] / 1000000) : 0,
'prediksi_tahun' => isset($row[12]) && is_numeric($row[12]) ? (int)$row[12] : null,
'hipotesis' => isset($row[13]) && $row[13] !== '' ? trim($row[13]) : null,
'created_at' => now(),
'updated_at' => now(),
];
}
if (!empty($dataToInsert)) {
DataLatih::insert($dataToInsert);
}
return redirect()->back()->with('success', 'Dataset berhasil diimport!');
}
}

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<?php
namespace App\Http\Controllers;
use App\Models\Kabupaten;
use Illuminate\Http\Request;
class KabupatenController extends Controller
{
public function index(Request $request)
{
$search = $request->get('search');
if ($search) {
$kabupatens = Kabupaten::where('nama', 'like', '%' . $search . '%')->paginate(10);
} else {
$kabupatens = Kabupaten::paginate(10);
}
return view('admin.kabupaten.index', compact('kabupatens'));
}
public function create()
{
return view('admin.kabupaten.create');
}
public function store(Request $request)
{
$request->validate([
'nama' => 'required|string',
'longitude' => 'required|numeric',
'latitude' => 'required|numeric',
]);
Kabupaten::create($request->all());
return redirect()->route('admin.kabupaten.index')->with('success', 'Data kabupaten berhasil ditambahkan!');
}
public function edit($id)
{
$kabupaten = Kabupaten::findOrFail($id);
return view('admin.kabupaten.edit', compact('kabupaten'));
}
public function update(Request $request, $id)
{
$request->validate([
'nama' => 'required|string',
'longitude' => 'required|numeric',
'latitude' => 'required|numeric',
]);
$kabupaten = Kabupaten::findOrFail($id);
$kabupaten->update($request->all());
return redirect()->route('admin.kabupaten.index', $id)->with('success', 'Data kabupaten berhasil diperbarui!');
}
}

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<?php
namespace App\Http\Controllers;
use Illuminate\Http\Request;
use App\Models\DataLatih;
use PhpOffice\PhpSpreadsheet\IOFactory;
class LatihController extends Controller
{
private function convertJumlahPenduduk($nilai)
{
// Hapus titik dan ubah koma jadi titik
$nilai_bersih = str_replace('.', '', $nilai);
$nilai_bersih = str_replace(',', '.', $nilai_bersih);
// Kembalikan sebagai integer
return (int) $nilai_bersih;
}
public function index(Request $request)
{
$search = $request->get('search');
$data_latih = $search
? DataLatih::where('kecamatan', 'like', '%' . $search . '%')->paginate(10)
: DataLatih::paginate(10);
return view('admin.data-latih.index', compact('data_latih'));
}
public function import(Request $request)
{
$request->validate([
'file' => 'required|file|mimes:xlsx,xls'
]);
$file = $request->file('file');
$spreadsheet = IOFactory::load($file);
$sheet = $spreadsheet->getActiveSheet();
$rows = $sheet->toArray();
$dataToInsert = [];
foreach ($rows as $index => $row) {
if ($index === 0) continue; // Skip header
$kecamatan = trim($row[1] ?? '');
if (empty($kecamatan)) continue;
// Konversi jumlah penduduk, hapus format koma/titik dan jadi integer
$jumlah_penduduk = $this->convertJumlahPenduduk($row[2] ?? 0);
// Pastikan nilai numerik, jika tidak maka default 0
$phbs = is_numeric($row[3]) ? $row[3] : 0;
$pcv1 = is_numeric($row[4]) ? $row[4] : 0;
$pcv2 = is_numeric($row[5]) ? $row[5] : 0;
$imunisasi = ($pcv1 + $pcv2) / 2;
$merokok = is_numeric($row[7]) ? $row[7] : 0;
$kasus_2023 = is_numeric($row[8]) ? $row[8] : 0;
// Latitude dan longitude dibagi 1.000.000 untuk konversi ke desimal
$latitude = is_numeric($row[9]) ? ($row[9] / 1000000) : 0;
$longitude = is_numeric($row[10]) ? ($row[10] / 1000000) : 0;
// Hipotesis = ambil string, trim dan pastikan nilainya "Naik" atau "Turun"
$hipotesis = isset($row[11]) ? trim($row[11]) : null;
if (!in_array($hipotesis, ['Naik', 'Turun'])) {
// Jika hipotesis tidak valid, bisa set null atau default "Naik" misalnya
$hipotesis = null; // atau 'Naik' sesuai kebutuhan
}
$dataToInsert[] = [
'kecamatan' => $kecamatan,
'jumlah_penduduk' => $jumlah_penduduk,
'phbs' => $phbs,
'pcv1' => $pcv1,
'pcv2' => $pcv2,
'imunisasi' => $imunisasi,
'merokok' => $merokok,
'kasus_2023' => $kasus_2023,
'latitude' => $latitude,
'longitude' => $longitude,
'hipotesis' => $hipotesis,
];
}
if (!empty($dataToInsert)) {
DataLatih::insert($dataToInsert);
}
return redirect()->back()->with('success', 'Data berhasil diimpor!');
}
public function edit($id)
{
$data = DataLatih::findOrFail($id);
return view('admin.data-latih.edit', compact('data'));
}
public function update(Request $request, $id)
{
$request->validate([
'kecamatan' => 'required|string|max:255',
'jumlah_penduduk' => 'required|integer',
'phbs' => 'required|numeric',
'pcv1' => 'required|numeric',
'pcv2' => 'required|numeric',
'imunisasi' => 'required|numeric',
'merokok' => 'required|numeric',
'kasus_2023' => 'required|integer',
'latitude' => 'required|numeric',
'longitude' => 'required|numeric',
'hipotesis' => 'required|string|in:Naik,Turun',
'data_tahun' => 'required|integer', // tambah ini kalau ada di DB
]);
$data = DataLatih::findOrFail($id);
$data->update($request->only([
'kecamatan',
'jumlah_penduduk',
'phbs',
'pcv1',
'pcv2',
'imunisasi',
'merokok',
'kasus_2023',
'latitude',
'longitude',
'hipotesis',
'data_tahun', // tambah ini kalau ada
]));
return redirect()->route('admin.data-latih')->with('success', 'Data berhasil diperbarui!');
}
public function destroyAll()
{
DataLatih::truncate();
return redirect()->back()->with('success', 'Semua data berhasil dihapus.');
}
public function delete($id)
{
$data = DataLatih::findOrFail($id);
$data->delete();
return redirect()->route('admin.data-latih')->with('success', 'Data berhasil dihapus!');
}
}

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<?php
namespace App\Http\Controllers;
use App\Models\HasilPengujian;
use Illuminate\Http\Request;
use App\Exports\PrediksiExport;
use App\Models\DataUji;
use Maatwebsite\Excel\Facades\Excel;
class PrediksiController extends Controller
{
public function index(Request $request)
{
$search = $request->input('search');
// Cek apakah ada data hasil pengujian
$hasilQuery = HasilPengujian::query();
if ($search) {
$hasilQuery->where('kecamatan', 'like', "%{$search}%");
}
$hasilCount = $hasilQuery->count();
if ($hasilCount > 0) {
// Ambil dari hasil pengujian
$dataPrediksi = $hasilQuery->paginate(10)->withQueryString();
} else {
// Jika kosong, ambil dari data uji
$ujiQuery = DataUji::query();
if ($search) {
$ujiQuery->where('kecamatan', 'like', "%{$search}%");
}
$dataPrediksi = $ujiQuery->paginate(10)->withQueryString();
}
return view('admin.prediksi.index', compact('dataPrediksi'));
}
// Export ke Excel
public function exportExcel()
{
return Excel::download(new PrediksiExport, 'prediksi-ispa.xlsx');
}
// Tampilkan semua prediksi (tanpa filter)
public function showPrediksi()
{
$dataPrediksi = HasilPengujian::all();
return view('admin.prediksi', compact('dataPrediksi'));
}
public function kecamatanRel()
{
return $this->belongsTo(Kecamatan::class, 'id_kecamatan');
}
}

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<?php
namespace App\Http\Controllers;
use App\Http\Requests\ProfileUpdateRequest;
use Illuminate\Http\RedirectResponse;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use Illuminate\Support\Facades\Redirect;
use Illuminate\View\View;
class ProfileController extends Controller
{
/**
* Display the user's profile form.
*/
public function edit(Request $request): View
{
return view('profile.edit', [
'user' => $request->user(),
]);
}
/**
* Update the user's profile information.
*/
public function update(ProfileUpdateRequest $request): RedirectResponse
{
$request->user()->fill($request->validated());
if ($request->user()->isDirty('email')) {
$request->user()->email_verified_at = null;
}
$request->user()->save();
return Redirect::route('profile.edit')->with('status', 'profile-updated');
}
/**
* Delete the user's account.
*/
public function destroy(Request $request): RedirectResponse
{
$request->validateWithBag('userDeletion', [
'password' => ['required', 'current_password'],
]);
$user = $request->user();
Auth::logout();
$user->delete();
$request->session()->invalidate();
$request->session()->regenerateToken();
return Redirect::to('/');
}
}

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<?php
namespace App\Http\Controllers;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\DB;
use App\Models\DataUji;
use App\Models\Prediksi;
use App\Models\DataLatih;
use Maatwebsite\Excel\Facades\Excel;
use App\Models\HasilPengujian;
class UjiController extends Controller
{
public function index()
{
$dataLatih = DataLatih::all();
$dataUji = session('data_uji', []);
$jumlahDataLatih = $dataLatih->count();
$riwayatTerakhir = HasilPengujian::latest('created_at')->whereNotNull('status_prediksi')->get();
if (session()->has('hasil_uji')) {
$hasil = session('hasil_uji');
}
if ($jumlahDataLatih <= 0) {
return "Tidak ada data latih, silahkan input terlebih dahulu";
}
// Tidak ada data uji karena belum diproses
$jumlahDataUji = 0;
$persentase_uji = 0;
$persentase_latih = 100;
$dataUji = [];
// Tetap hitung atribut numerik sebagai persiapan visualisasi
$atribut_numerik = $this->hitungAtributNumerik($dataLatih);
// Untuk kategori tetap hitung juga
$fitur_kategorik = ['faktor1', 'faktor2'];
$kelas = ['Naik', 'Turun'];
$atribut_kategorik = [];
foreach ($fitur_kategorik as $fitur) {
$kategori_unik = $dataLatih->pluck($fitur)->unique()->values()->all();
$atribut_kategorik[$fitur] = [
'kategori' => $kategori_unik,
'status' => []
];
foreach ($kelas as $label) {
$group = $dataLatih->where('hipotesis', $label);
$total_group = $group->count();
$prob_kategori = [];
foreach ($kategori_unik as $kategori) {
$jumlah_kategori = $group->where($fitur, $kategori)->count();
$prob = ($jumlah_kategori + 1) / ($total_group + count($kategori_unik));
$prob_kategori[] = $prob;
}
$atribut_kategorik[$fitur]['status'][strtolower($label)] = $prob_kategori;
}
}
// Tidak ada hasil uji karena belum dilakukan
$hasil = [];
$akurasi = 0;
$precision = 0;
$recall = 0;
$tp = $fp = $tn = $fn = 0;
// Probabilitas kelas (sebagai info statistik)
$jumlah_naik = $dataLatih->where('hipotesis', 'Naik')->count();
$jumlah_turun = $dataLatih->where('hipotesis', 'Turun')->count();
$total_data = $jumlah_naik + $jumlah_turun;
$prob_naik = $total_data > 0 ? round(($jumlah_naik / $total_data) * 100, 2) : 0;
$prob_turun = $total_data > 0 ? round(($jumlah_turun / $total_data) * 100, 2) : 0;
// Data kategorik seperti di index()
$fitur_kategorik = ['faktor1', 'faktor2'];
$kelas = ['Naik', 'Turun'];
$atribut_kategorik = [];
// Cek apakah ada data hasil uji di session
if (session()->has('hasil_uji')) {
$hasil = session('hasil_uji');
$akurasi = session('akurasi_uji');
$precision = session('precision_uji');
$recall = session('recall_uji');
$tp = session('tp_uji');
$fp = session('fp_uji');
$tn = session('tn_uji');
$fn = session('fn_uji');
$persentase_uji = session('persentase_uji');
$persentase_latih = session('persentase_latih');
$jumlahDataUji = session('jumlah_data_uji');
$jumlahDataLatih = session('jumlah_data_latih');
$prob_turun = session('prob_turun', 0);
$prob_naik = session('prob_naik', 0);
$jumlah_turun = session('jumlah_turun', 0);
$jumlah_naik = session('jumlah_naik', 0);
$total_data = $jumlah_naik + $jumlah_turun;
} else {
// Default data kosong kalau belum ada pengujian
$hasil = [];
$akurasi = 0;
$precision = 0;
$recall = 0;
$tp = $fp = $tn = $fn = 0;
$persentase_uji = 0;
$persentase_latih = 100;
$jumlahDataUji = 0;
$jumlah_naik = $dataLatih->where('hipotesis', 'Naik')->count();
$jumlah_turun = $dataLatih->where('hipotesis', 'Turun')->count();
$total_data = $jumlah_naik + $jumlah_turun;
// Controller
$prob_naik = $total_data > 0 ? ($jumlah_naik / $total_data) : 0;
$prob_turun = $total_data > 0 ? ($jumlah_turun / $total_data) : 0;
}
foreach ($fitur_kategorik as $fitur) {
$kategori_unik = $dataLatih->pluck($fitur)->unique()->values()->all();
$atribut_kategorik[$fitur] = [
'kategori' => $kategori_unik,
'status' => []
];
foreach ($kelas as $label) {
$group = $dataLatih->where('hipotesis', $label);
$total_group = $group->count();
$prob_kategori = [];
foreach ($kategori_unik as $kategori) {
$jumlah_kategori = $group->where($fitur, $kategori)->count();
$prob = ($jumlah_kategori + 1) / ($total_group + count($kategori_unik));
$prob_kategori[] = $prob;
}
$atribut_kategorik[$fitur]['status'][strtolower($label)] = $prob_kategori;
}
}
return view('admin.uji-data', [
'jumlah_data_latih' => $dataLatih->count(),
'persentase_latih' => $persentase_latih,
'persentase_uji' => $persentase_uji,
'jumlah_data_uji' => $jumlahDataUji,
'prob_turun' => $prob_turun,
'prob_naik' => $prob_naik,
'jumlah_turun' => $jumlah_turun,
'jumlah_naik' => $jumlah_naik,
'atribut_numerik' => $this->hitungAtributNumerik($dataLatih),
'atribut_kategorik' => $atribut_kategorik,
'dataUji' => $dataUji,
'data_uji' => $hasil,
'akurasi' => round($akurasi, 2),
'precision' => round($precision, 2),
'recall' => round($recall, 2),
'tp' => $tp,
'fp' => $fp,
'tn' => $tn,
'fn' => $fn,
'data_kasus' => $this->hitungAtributNumerik($dataLatih)['kasus_2023'] ?? [],
'jumlah_data' => $dataLatih->count(),
'total_data' => $total_data,
'riwayat_pengujian' => $riwayatTerakhir,
'from_excel' => false
]);
}
public function proses(Request $request)
{
$dataLatih = DataLatih::all();
$persentase = (int) $request->input('persentase');
$total = $dataLatih->count();
if ($total === 0) {
return back()->with('error', 'Data kosong');
}
// Hitung jumlah data latih dan uji sesuai persentase
$jumlahDataLatih = max(round($total * ($persentase / 100)), 1);
$jumlahDataUji = $total - $jumlahDataLatih;
$dataLatihUpdate = $dataLatih->slice(0, $jumlahDataLatih);
$dataUji = $dataLatih->slice($jumlahDataLatih);
// Hitung probabilitas kelas dari dataLatihUpdate
$probabilitasKelas = $this->hitungProbabilitasKelas($dataLatihUpdate);
if (empty($probabilitasKelas)) {
return back()->with('error', 'Gagal hitung probabilitas kelas!');
}
// Hitung jumlah hipotesis Naik dan Turun di data latih (opsional, bisa untuk info)
$jumlah_naik = $dataLatihUpdate->where('hipotesis', 'Naik')->count();
$jumlah_turun = $dataLatihUpdate->where('hipotesis', 'Turun')->count();
$total_data = $jumlah_naik + $jumlah_turun;
$hasil = [];
$benar = 0;
$tp = $fp = $tn = $fn = 0;
$hasilSudahAda = HasilPengujian::count() > 0;
foreach ($dataUji as $data) {
$hipotesisAsli = ucfirst(strtolower($data->hipotesis));
$prediksi = $this->naiveBayes($data, $dataLatihUpdate);
// Prediksi tahun otomatis = data_tahun + 1, jika data_tahun ada
$prediksiTahun = $data->data_tahun ? ((int)$data->data_tahun + 1) : null;
$status = $prediksi === $hipotesisAsli ? '✅ Benar' : '❌ Salah';
$hasil[] = [
'id' => $data->id,
'kabupaten' => $data->kecamatan,
'jumlah_penduduk' => $data->jumlah_penduduk,
'data_tahun' => $data->data_tahun,
'phbs' => $data->phbs,
'pcv1' => $data->pcv1,
'pcv2' => $data->pcv2,
'imunisasi' => $data->imunisasi,
'merokok' => $data->merokok,
'kasus_2023' => $data->kasus_2023,
'latitude' => $data->latitude,
'longitude' => $data->longitude,
'prediksi_tahun' => $prediksiTahun,
'hipotesis_asli' => $hipotesisAsli,
'prediksi' => $prediksi,
'status' => $status,
];
// Simpan hasil pengujian ke database jika belum ada data
if (!$hasilSudahAda) {
HasilPengujian::create([
'kecamatan' => $data->kecamatan,
'jumlah_penduduk' => $data->jumlah_penduduk,
'data_tahun' => $data->data_tahun,
'phbs' => $data->phbs,
'pcv1' => $data->pcv1,
'pcv2' => $data->pcv2,
'imunisasi' => $data->imunisasi,
'merokok' => $data->merokok,
'jumlah_kasus' => $data->kasus_2023 ?? 0,
'latitude' => $data->latitude,
'longitude' => $data->longitude,
'prediksi_tahun' => $prediksiTahun,
'status_asli' => $hipotesisAsli,
'status_prediksi' => $prediksi,
]);
}
// Hitung TP, FP, TN, FN untuk evaluasi
if ($hipotesisAsli === 'Naik' && $prediksi === 'Naik') $tp++;
if ($hipotesisAsli === 'Naik' && $prediksi === 'Turun') $fn++;
if ($hipotesisAsli === 'Turun' && $prediksi === 'Naik') $fp++;
if ($hipotesisAsli === 'Turun' && $prediksi === 'Turun') $tn++;
if ($hipotesisAsli === $prediksi) $benar++;
}
$akurasi = $benar / $jumlahDataUji * 100;
$precision = $tp + $fp > 0 ? ($tp / ($tp + $fp)) * 100 : 0;
$recall = $tp + $fn > 0 ? ($tp / ($tp + $fn)) * 100 : 0;
session([
'hasil_uji' => $hasil,
'akurasi_uji' => round($akurasi, 2),
'precision_uji' => round($precision, 2),
'recall_uji' => round($recall, 2),
'tp_uji' => $tp,
'fp_uji' => $fp,
'tn_uji' => $tn,
'fn_uji' => $fn,
'persentase_uji' => 100 - $persentase,
'persentase_latih' => $persentase,
'jumlah_data_uji' => $dataUji->count(),
'jumlah_data_latih' => $dataLatihUpdate->count(),
'prob_turun' => $probabilitasKelas['Turun'],
'prob_naik' => $probabilitasKelas['Naik'],
'jumlah_turun' => $jumlah_turun,
'jumlah_naik' => $jumlah_naik,
'total_data' => $total_data,
'id_data_latih' => $dataLatihUpdate->pluck('id')->toArray(),
'id_data_uji' => $dataUji->pluck('id')->toArray(),
]);
return view('admin.uji-data', [
'hasil' => $hasil,
'benar' => $benar,
'total' => $jumlahDataUji,
'totalDataLatih' => $jumlahDataLatih,
'akurasi' => round($akurasi, 2),
'precision' => round($precision, 2),
'recall' => round($recall, 2),
'tp' => $tp,
'fp' => $fp,
'tn' => $tn,
'fn' => $fn,
'persentase' => $persentase,
'atribut_numerik' => $this->hitungAtributNumerik($dataLatih),
'jumlah_data' => $jumlahDataLatih,
'data_uji' => $hasil,
'jumlah_data_latih' => $dataLatihUpdate->count(),
'jumlah_data_uji' => $dataUji->count(),
'persentase_latih' => $persentase,
'persentase_uji' => 100 - $persentase,
'probabilitasKelas' => $probabilitasKelas,
'prob_naik' => $probabilitasKelas['Naik'],
'prob_turun' => $probabilitasKelas['Turun'],
'jumlah_naik' => $jumlah_naik,
'jumlah_turun' => $jumlah_turun,
'total_data' => $total_data,
'from_excel' => false
]);
}
public function naiveBayes($uji, $dataLatih)
{
$labels = ['Naik', 'Turun'];
$fitur = ['phbs', 'imunisasi', 'merokok', 'kasus_2023'];
$hasilLogProb = [];
foreach ($labels as $label) {
$group = $dataLatih->where('hipotesis', $label);
$totalGroup = $group->count();
if ($totalGroup == 0) {
$hasilLogProb[$label] = -INF;
continue;
}
$prior = $totalGroup / $dataLatih->count();
$logProb = log($prior);
foreach ($fitur as $f) {
$mean = $group->avg($f);
$variance = $group->reduce(function ($carry, $item) use ($f, $mean) {
return $carry + pow($item[$f] - $mean, 2);
}, 0) / $totalGroup;
$variance = max($variance, 1e-6); // Hindari division by zero
$prob = (1 / sqrt(2 * M_PI * $variance)) * exp(-pow($uji[$f] - $mean, 2) / (2 * $variance));
$logProb += log($prob);
}
$hasilLogProb[$label] = $logProb;
}
// Ambil label dengan logProb terbesar
return array_keys($hasilLogProb, max($hasilLogProb))[0];
}
private function hitungAtributNumerik($dataLatih)
{
$atribut_numerik = [];
$fitur_numerik = ['phbs', 'imunisasi', 'merokok', 'kasus_2023'];
$kelas = ['Naik', 'Turun'];
// Mapping label nama atribut
$nama_atribut_baru = [
'phbs' => 'Perilaku Hidup Bersih dan Sehat',
'imunisasi' => 'Imunisasi',
'merokok' => 'Kebiasaan Merokok',
'kasus_2023' => 'Data Kasus',
];
foreach ($fitur_numerik as $fitur) {
$atribut_numerik[$fitur] = [
'label' => $nama_atribut_baru[$fitur] ?? ucfirst($fitur),
'mean' => [],
'std' => [],
'avg_prob' => [],
];
foreach ($kelas as $label) {
$group = $dataLatih->where('hipotesis', $label);
$mean = $group->avg($fitur) ?? 0;
$variansi = $group->reduce(function ($carry, $item) use ($fitur, $mean) {
return $carry + pow($item[$fitur] - $mean, 2);
}, 0) / max($group->count() - 1, 1);
$std = sqrt($variansi);
$atribut_numerik[$fitur]['mean'][strtolower($label)] = $mean;
$atribut_numerik[$fitur]['std'][strtolower($label)] = $std;
$prob = (1 / sqrt(2 * M_PI * $variansi)) * exp(-pow($mean - $mean, 2) / (2 * $variansi));
$atribut_numerik[$fitur]['avg_prob'][strtolower($label)] = round($prob, 6);
}
}
return $atribut_numerik;
}
public function reset()
{
// Hapus hasil pengujian dari session
session()->forget([
'hasil_uji',
'akurasi_uji',
'precision_uji',
'recall_uji',
'tp_uji',
'fp_uji',
'tn_uji',
'fn_uji',
'persentase_uji',
'persentase_latih',
'jumlah_data_uji',
'jumlah_data_latih',
'id_data_latih',
'id_data_uji'
]);
// Hapus data hasil pengujian dari database jika perlu
HasilPengujian::truncate(); // ini akan menghapus semua data dari tabel hasil_pengujian
DataUji::truncate();
session()->flash('enable_radio', true);
return redirect()->route('admin.uji-data')->with('success', 'Hasil pengujian telah direset.');
}
public function upload(Request $request)
{
$request->validate([
'file_excel' => 'required|file|mimes:xls,xlsx',
]);
$data = \Excel::toArray([], $request->file('file_excel'));
if (empty($data[0]) || count($data[0]) < 2) {
return back()->withErrors(['file_excel' => 'File Excel kosong atau tidak sesuai format.']);
}
// Ambil statistik dari data latih
$jumlah_naik = DataLatih::where('hipotesis', 'Naik')->count();
$jumlah_turun = DataLatih::where('hipotesis', 'Turun')->count();
$jumlah_data_latih = $jumlah_naik + $jumlah_turun;
if ($jumlah_data_latih == 0) {
return back()->withErrors(['file_excel' => 'Data latih tidak tersedia atau kosong.']);
}
$dataBaru = [];
$jumlah_data_uji_total = DataUji::count(); // Jumlah data uji, misal 15
$total_datatest = $jumlah_data_latih + $jumlah_data_uji_total; // 17 + 15 = 32
$persentase_latih = $total_datatest > 0 ? round(($jumlah_data_latih / $total_datatest) * 100) : 0; // % data latih dari total
$persentase_uji = $total_datatest > 0 ? round(($jumlah_data_uji_total / $total_datatest) * 100) : 0; // % data uji dari total
$prob_naik = $jumlah_data_latih > 0 ? round($jumlah_naik / $jumlah_data_latih, 4) : 0; // probabilitas naik dari data latih
$prob_turun = $jumlah_data_latih > 0 ? round($jumlah_turun / $jumlah_data_latih, 4) : 0; // probabilitas turun dari data latih
$fitur_list = ['phbs', 'imunisasi', 'merokok', 'kasus_2023'];
$atribut_numerik = [];
$fitur_labels = [
'phbs' => 'Perilaku Hidup Bersih dan Sehat',
'imunisasi' => 'Imunisasi',
'merokok' => 'Merokok',
'kasus_2023' => 'Jumlah Kasus',
];
foreach ($fitur_list as $fitur) {
$data_naik = DataLatih::where('hipotesis', 'Naik')->pluck($fitur)->filter()->values();
$data_turun = DataLatih::where('hipotesis', 'Turun')->pluck($fitur)->filter()->values();
$mean_naik = $data_naik->avg();
$mean_turun = $data_turun->avg();
$std_naik = sqrt($data_naik->map(fn($x) => pow($x - $mean_naik, 2))->avg() ?: 0) ?: 1e-6;
$std_turun = sqrt($data_turun->map(fn($x) => pow($x - $mean_turun, 2))->avg() ?: 0) ?: 1e-6;
$atribut_numerik[$fitur] = [
'label' => $fitur_labels[$fitur] ?? 'Tidak ada label',
'mean' => ['naik' => $mean_naik, 'turun' => $mean_turun],
'std' => ['naik' => $std_naik, 'turun' => $std_turun],
];
}
$tp = $tn = $fp = $fn = 0;
foreach ($data[0] as $index => $row) {
if ($index == 0 || strtolower(trim($row[1] ?? '')) === 'kecamatan') continue;
$kecamatan = trim($row[1] ?? '');
$jumlah_penduduk = intval($row[2] ?? 0);
$data_tahun = intval($row[3] ?? 0); // jika perlu tahun
$phbs = floatval(str_replace(',', '.', $row[4] ?? 0));
$imunisasi_pcv_1 = floatval(str_replace(',', '.', $row[5] ?? 0)); // jika kamu gunakan
$imunisasi_pcv_2 = floatval(str_replace(',', '.', $row[6] ?? 0)); // jika kamu gunakan
$imunisasi = floatval(str_replace(',', '.', $row[7] ?? 0));
$merokok = floatval(str_replace(',', '.', $row[8] ?? 0));
$jumlah_kasus = intval($row[9] ?? 0);
$latitude = floatval(str_replace(',', '.', $row[10] ?? 0));
$longitude = floatval(str_replace(',', '.', $row[11] ?? 0));
$status = trim($row[12] ?? '');
if (!$kecamatan || $phbs === null || $imunisasi === null || $merokok === null) {
continue;
}
$rasio = ($phbs + $imunisasi - $merokok) / ($jumlah_kasus ?: 1);
$status_asli = $rasio > 1 ? 'Naik' : 'Turun';
$log_naik = log($prob_naik ?: 1e-10);
$log_turun = log($prob_turun ?: 1e-10);
$fitur_values = [
'phbs' => $phbs,
'imunisasi' => $imunisasi,
'merokok' => $merokok,
'kasus_2023' => $jumlah_kasus,
];
foreach ($fitur_values as $fitur => $value) {
$mean_naik = $atribut_numerik[$fitur]['mean']['naik'];
$mean_turun = $atribut_numerik[$fitur]['mean']['turun'];
$std_naik = $atribut_numerik[$fitur]['std']['naik'];
$std_turun = $atribut_numerik[$fitur]['std']['turun'];
$gauss_naik = (1 / ($std_naik * sqrt(2 * M_PI))) * exp(-pow($value - $mean_naik, 2) / (2 * pow($std_naik, 2)));
$gauss_turun = (1 / ($std_turun * sqrt(2 * M_PI))) * exp(-pow($value - $mean_turun, 2) / (2 * pow($std_turun, 2)));
$log_naik += log($gauss_naik ?: 1e-10);
$log_turun += log($gauss_turun ?: 1e-10);
}
$prediksi = $log_naik > $log_turun ? 'Naik' : 'Turun';
if ($status_asli == 'Naik' && $prediksi == 'Naik') $tp++;
elseif ($status_asli == 'Turun' && $prediksi == 'Turun') $tn++;
elseif ($status_asli == 'Turun' && $prediksi == 'Naik') $fp++;
elseif ($status_asli == 'Naik' && $prediksi == 'Turun') $fn++;
$dataUji = new DataUji();
$dataUji->kecamatan = $kecamatan;
$dataUji->jumlah_penduduk = $jumlah_penduduk;
$dataUji->data_tahun = $data_tahun;
$dataUji->phbs = $phbs;
$dataUji->imunisasi_pcv_1 = $imunisasi_pcv_1;
$dataUji->imunisasi_pcv_2 = $imunisasi_pcv_2;
$dataUji->rata_rata_imunisasi = $imunisasi;
$dataUji->perilaku_merokok = $merokok;
$dataUji->data_kasus = $jumlah_kasus;
$dataUji->latitude = $latitude;
$dataUji->longitude = $longitude;
$dataUji->status_prediksi = $prediksi;
$dataUji->save();
// Cek apakah data uji untuk kecamatan ini sudah ada
$dataUjiExist = DataUji::where('kecamatan', $kecamatan)->first();
if (!$dataUjiExist) {
// Jika belum ada, simpan data baru
$dataUji = new DataUji();
$dataUji->kecamatan = $kecamatan;
$dataUji->jumlah_penduduk = $jumlah_penduduk;
$dataUji->data_tahun = $data_tahun;
$dataUji->phbs = $phbs;
$dataUji->imunisasi_pcv_1 = $imunisasi_pcv_1;
$dataUji->imunisasi_pcv_2 = $imunisasi_pcv_2;
$dataUji->rata_rata_imunisasi = $imunisasi;
$dataUji->perilaku_merokok = $merokok;
$dataUji->data_kasus = $jumlah_kasus;
$dataUji->latitude = $latitude;
$dataUji->longitude = $longitude;
$dataUji->status_prediksi = $prediksi;
$dataUji->save();
}
$dataBaru[] = [
'id' => $dataUji->id,
'kabupaten' => $dataUji->kecamatan,
'jumlah_penduduk' => $dataUji->jumlah_penduduk,
'data_tahun' => $data_tahun,
'phbs' => $dataUji->phbs,
'pcv1' => $dataUji->imunisasi_pcv_1 ?? '-',
'pcv2' => $dataUji->imunisasi_pcv_2 ?? '-',
'imunisasi' => $dataUji->rata_rata_imunisasi,
'merokok' => $dataUji->perilaku_merokok,
'kasus_2023' => $dataUji->data_kasus,
'latitude' => $dataUji->latitude ?? '-',
'longitude' => $dataUji->longitude ?? '-',
'hipotesis_asli' => $status_asli,
'prediksi' => $dataUji->status_prediksi,
];
}
$jumlah_data_uji_baru = count($dataBaru);
$total = $tp + $tn + $fp + $fn;
$akurasi = $total > 0 ? (($tp + $tn) / $total) * 100 : 0;
$precision = ($tp + $fp) > 0 ? ($tp / ($tp + $fp)) * 100 : 0;
$recall = ($tp + $fn) > 0 ? ($tp / ($tp + $fn)) * 100 : 0;
session([
'hasil_uji' => $dataBaru,
'akurasi_uji' => round($akurasi, 2),
'precision_uji' => round($precision, 2),
'recall_uji' => round($recall, 2),
'tp_uji' => $tp,
'fp_uji' => $fp,
'tn_uji' => $tn,
'fn_uji' => $fn,
'persentase_uji' => $persentase_uji,
'persentase_latih' => $persentase_latih,
'jumlah_data_uji' => $jumlah_data_uji_total + $jumlah_data_uji_baru,
'jumlah_data_latih' => $jumlah_data_latih,
'prob_turun' => $prob_turun,
'prob_naik' => $prob_naik,
'jumlah_turun' => $jumlah_turun,
'jumlah_naik' => $jumlah_naik,
'total_data' => $total_datatest + $jumlah_data_uji_baru,
'id_data_latih' => DataLatih::pluck('id')->toArray(),
'id_data_uji' => DataUji::pluck('id')->toArray(),
]);
session()->flash('success', 'Data testing berhasil diupload dan diuji.');
$fileHash = md5_file($request->file('file_excel')->getRealPath());
if (session('last_upload_hash') === $fileHash) {
return back()->with('message', 'File sudah diuji sebelumnya. Silakan upload file lain.');
}
session(['last_upload_hash' => $fileHash]);
return view('admin.uji-data', [
'data_uji' => $dataBaru,
'persentase_latih' => $persentase_latih,
'persentase_uji' => $persentase_uji,
'jumlah_data_latih' => $jumlah_data_latih,
'jumlah_data_uji' => $jumlah_data_uji_total + $jumlah_data_uji_baru,
'jumlah_naik' => $jumlah_naik,
'jumlah_turun' => $jumlah_turun,
'prob_naik' => $prob_naik,
'prob_turun' => $prob_turun,
'atribut_numerik' => $atribut_numerik,
'akurasi' => $akurasi,
'precision' => $precision,
'recall' => $recall,
'tp' => $tp,
'tn' => $tn,
'fp' => $fp,
'fn' => $fn,
'total_data' => $total_datatest + $jumlah_data_uji_baru,
'from_excel' => true,
]);
}
private function hitungConfusionMatrix($dataUji)
{
$tp = $fp = $tn = $fn = 0;
foreach ($dataUji as $data) {
$actual = $data['hipotesis_asli'];
$pred = $data['prediksi'];
if ($actual === 'Naik' && $pred === 'Naik') $tp++;
elseif ($actual === 'Naik' && $pred === 'Turun') $fn++;
elseif ($actual === 'Turun' && $pred === 'Naik') $fp++;
elseif ($actual === 'Turun' && $pred === 'Turun') $tn++;
}
return compact('tp', 'fp', 'tn', 'fn');
}
// Fungsi untuk hitung probabilitas kelas dari data latih
public function hitungProbabilitasKelas($dataLatih)
{
$jumlah_naik = 0;
$jumlah_turun = 0;
foreach ($dataLatih as $item) {
if (!isset($item->hipotesis)) {
continue; // skip kalau property hipotesis tidak ada
}
$hip = strtolower($item->hipotesis);
if ($hip === 'naik') {
$jumlah_naik++;
} elseif ($hip === 'turun') {
$jumlah_turun++;
}
}
$total_data = count($dataLatih);
$jumlah_kelas = 2;
$prob_naik = ($jumlah_naik + 1) / ($total_data + $jumlah_kelas);
$prob_turun = ($jumlah_turun + 1) / ($total_data + $jumlah_kelas);
return [
'Naik' => $prob_naik,
'Turun' => $prob_turun,
'jumlah_naik' => $jumlah_naik,
'jumlah_turun' => $jumlah_turun,
'total_data' => $total_data
];
}
}

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<?php
namespace App\Http;
use Illuminate\Foundation\Http\Kernel as HttpKernel;
class Kernel extends HttpKernel
{
/**
* The application's global HTTP middleware stack.
*
* These middleware are run during every request to your application.
*
* @var array<int, class-string|string>
*/
protected $middleware = [
// \App\Http\Middleware\TrustHosts::class,
\App\Http\Middleware\TrustProxies::class,
\Illuminate\Http\Middleware\HandleCors::class,
\App\Http\Middleware\PreventRequestsDuringMaintenance::class,
\Illuminate\Foundation\Http\Middleware\ValidatePostSize::class,
\App\Http\Middleware\TrimStrings::class,
\Illuminate\Foundation\Http\Middleware\ConvertEmptyStringsToNull::class,
];
/**
* The application's route middleware groups.
*
* @var array<string, array<int, class-string|string>>
*/
protected $middlewareGroups = [
'web' => [
\App\Http\Middleware\EncryptCookies::class,
\Illuminate\Cookie\Middleware\AddQueuedCookiesToResponse::class,
\Illuminate\Session\Middleware\StartSession::class,
\Illuminate\View\Middleware\ShareErrorsFromSession::class,
\App\Http\Middleware\VerifyCsrfToken::class,
\Illuminate\Routing\Middleware\SubstituteBindings::class,
],
'api' => [
// \Laravel\Sanctum\Http\Middleware\EnsureFrontendRequestsAreStateful::class,
\Illuminate\Routing\Middleware\ThrottleRequests::class.':api',
\Illuminate\Routing\Middleware\SubstituteBindings::class,
],
];
/**
* The application's middleware aliases.
*
* Aliases may be used instead of class names to conveniently assign middleware to routes and groups.
*
* @var array<string, class-string|string>
*/
protected $middlewareAliases = [
'auth' => \App\Http\Middleware\Authenticate::class,
'auth.basic' => \Illuminate\Auth\Middleware\AuthenticateWithBasicAuth::class,
'auth.session' => \Illuminate\Session\Middleware\AuthenticateSession::class,
'cache.headers' => \Illuminate\Http\Middleware\SetCacheHeaders::class,
'can' => \Illuminate\Auth\Middleware\Authorize::class,
'guest' => \App\Http\Middleware\RedirectIfAuthenticated::class,
'password.confirm' => \Illuminate\Auth\Middleware\RequirePassword::class,
'precognitive' => \Illuminate\Foundation\Http\Middleware\HandlePrecognitiveRequests::class,
'signed' => \App\Http\Middleware\ValidateSignature::class,
'throttle' => \Illuminate\Routing\Middleware\ThrottleRequests::class,
'verified' => \Illuminate\Auth\Middleware\EnsureEmailIsVerified::class,
];
}

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<?php
namespace App\Http\Middleware;
use Closure;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
class AdminMiddleware
{
public function handle(Request $request, Closure $next)
{
// Pastikan user sudah login dan memiliki role admin
if (Auth::check() && Auth::user()->role === 'admin') {
return $next($request);
}
// Jika bukan admin, arahkan ke halaman lain atau tampilkan error
return redirect('/')->with('error', 'Kamu tidak punya akses ke halaman ini.');
}
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Auth\Middleware\Authenticate as Middleware;
use Illuminate\Http\Request;
class Authenticate extends Middleware
{
/**
* Get the path the user should be redirected to when they are not authenticated.
*/
protected function redirectTo(Request $request): ?string
{
return $request->expectsJson() ? null : route('login');
}
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Cookie\Middleware\EncryptCookies as Middleware;
class EncryptCookies extends Middleware
{
/**
* The names of the cookies that should not be encrypted.
*
* @var array<int, string>
*/
protected $except = [
//
];
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Foundation\Http\Middleware\PreventRequestsDuringMaintenance as Middleware;
class PreventRequestsDuringMaintenance extends Middleware
{
/**
* The URIs that should be reachable while maintenance mode is enabled.
*
* @var array<int, string>
*/
protected $except = [
//
];
}

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<?php
namespace App\Http\Middleware;
use App\Providers\RouteServiceProvider;
use Closure;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Auth;
use Symfony\Component\HttpFoundation\Response;
class RedirectIfAuthenticated
{
/**
* Handle an incoming request.
*
* @param \Closure(\Illuminate\Http\Request): (\Symfony\Component\HttpFoundation\Response) $next
*/
public function handle(Request $request, Closure $next, string ...$guards): Response
{
$guards = empty($guards) ? [null] : $guards;
foreach ($guards as $guard) {
if (Auth::guard($guard)->check()) {
return redirect(RouteServiceProvider::HOME);
}
}
return $next($request);
}
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Foundation\Http\Middleware\TrimStrings as Middleware;
class TrimStrings extends Middleware
{
/**
* The names of the attributes that should not be trimmed.
*
* @var array<int, string>
*/
protected $except = [
'current_password',
'password',
'password_confirmation',
];
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Http\Middleware\TrustHosts as Middleware;
class TrustHosts extends Middleware
{
/**
* Get the host patterns that should be trusted.
*
* @return array<int, string|null>
*/
public function hosts(): array
{
return [
$this->allSubdomainsOfApplicationUrl(),
];
}
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Http\Middleware\TrustProxies as Middleware;
use Illuminate\Http\Request;
class TrustProxies extends Middleware
{
/**
* The trusted proxies for this application.
*
* @var array<int, string>|string|null
*/
protected $proxies;
/**
* The headers that should be used to detect proxies.
*
* @var int
*/
protected $headers =
Request::HEADER_X_FORWARDED_FOR |
Request::HEADER_X_FORWARDED_HOST |
Request::HEADER_X_FORWARDED_PORT |
Request::HEADER_X_FORWARDED_PROTO |
Request::HEADER_X_FORWARDED_AWS_ELB;
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Routing\Middleware\ValidateSignature as Middleware;
class ValidateSignature extends Middleware
{
/**
* The names of the query string parameters that should be ignored.
*
* @var array<int, string>
*/
protected $except = [
// 'fbclid',
// 'utm_campaign',
// 'utm_content',
// 'utm_medium',
// 'utm_source',
// 'utm_term',
];
}

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<?php
namespace App\Http\Middleware;
use Illuminate\Foundation\Http\Middleware\VerifyCsrfToken as Middleware;
class VerifyCsrfToken extends Middleware
{
/**
* The URIs that should be excluded from CSRF verification.
*
* @var array<int, string>
*/
protected $except = [
//
];
}

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<?php
namespace App\Http\Requests\Auth;
use Illuminate\Auth\Events\Lockout;
use Illuminate\Foundation\Http\FormRequest;
use Illuminate\Support\Facades\Auth;
use Illuminate\Support\Facades\RateLimiter;
use Illuminate\Support\Str;
use Illuminate\Validation\ValidationException;
class LoginRequest extends FormRequest
{
/**
* Determine if the user is authorized to make this request.
*/
public function authorize(): bool
{
return true;
}
/**
* Get the validation rules that apply to the request.
*
* @return array<string, \Illuminate\Contracts\Validation\Rule|array|string>
*/
public function rules(): array
{
return [
'email' => ['required', 'string', 'email'],
'password' => ['required', 'string'],
];
}
/**
* Attempt to authenticate the request's credentials.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function authenticate(): void
{
$this->ensureIsNotRateLimited();
if (! Auth::attempt($this->only('email', 'password'), $this->boolean('remember'))) {
RateLimiter::hit($this->throttleKey());
throw ValidationException::withMessages([
'email' => trans('auth.failed'),
]);
}
RateLimiter::clear($this->throttleKey());
}
/**
* Ensure the login request is not rate limited.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function ensureIsNotRateLimited(): void
{
if (! RateLimiter::tooManyAttempts($this->throttleKey(), 5)) {
return;
}
event(new Lockout($this));
$seconds = RateLimiter::availableIn($this->throttleKey());
throw ValidationException::withMessages([
'email' => trans('auth.throttle', [
'seconds' => $seconds,
'minutes' => ceil($seconds / 60),
]),
]);
}
/**
* Get the rate limiting throttle key for the request.
*/
public function throttleKey(): string
{
return Str::transliterate(Str::lower($this->string('email')).'|'.$this->ip());
}
}

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<?php
namespace App\Http\Requests;
use App\Models\User;
use Illuminate\Foundation\Http\FormRequest;
use Illuminate\Validation\Rule;
class ProfileUpdateRequest extends FormRequest
{
/**
* Get the validation rules that apply to the request.
*
* @return array<string, \Illuminate\Contracts\Validation\Rule|array|string>
*/
public function rules(): array
{
return [
'name' => ['required', 'string', 'max:255'],
'email' => ['required', 'string', 'lowercase', 'email', 'max:255', Rule::unique(User::class)->ignore($this->user()->id)],
];
}
}

34
app/Models/DataLatih.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Database\Eloquent\Model;
class DataLatih extends Model
{
use HasFactory;
protected $table = 'data_latih'; // <-- ini penting banget
// Tambahkan fillable agar bisa mass assignment tanpa error
protected $fillable = [
'kecamatan',
'jumlah_penduduk',
'data_tahun',
'phbs',
'pcv1',
'pcv2',
'imunisasi',
'merokok',
'kasus_2023',
'latitude',
'longitude',
'predksi_tahun',
'hipotesis',
];
public function kabupaten()
{
return $this->belongsTo(Kabupaten::class, 'kabupaten_id');
}
}

31
app/Models/DataUji.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
class DataUji extends Model
{
protected $table = 'data_uji';
// Tentukan field yang bisa diisi (mass assignment)
protected $fillable = [
'no',
'kecamatan',
'jumlah_penduduk',
'data_tahun',
'phbs',
'imunisasi_pcv_1',
'imunisasi_pcv_2',
'rata_rata_imunisasi',
'perilaku_merokok',
'data_kasus',
'latitude',
'longitude',
'status_prediksi',
'prediksi_tahun',
];
// Jika kamu ingin disable auto timestamps (created_at, updated_at), gunakan:
// public $timestamps = false;
}

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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
class HasilPengujian extends Model
{
protected $table = 'hasil_pengujian';
public $timestamps = false; // kalau tidak pakai created_at / updated_at
protected $fillable = [
'kecamatan',
'jumlah_penduduk',
'data_tahun',
'phbs',
'pcv1',
'pcv2',
'imunisasi',
'merokok',
'jumlah_kasus',
'latitude',
'longitude',
'prediksi_tahun',
'status_asli',
'status_prediksi',
];
}

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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
class HasilUjiData extends Model
{
protected $table = 'hasil_uji_data';
protected $guarded = [];
}

19
app/Models/Kabupaten.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
class Kabupaten extends Model
{
protected $fillable = ['nama', 'latitude', 'longitude'];
public function dataLatih()
{
return $this->hasMany(DataLatih::class);
}
public function data_latih()
{
return $this->hasOne(DataLatih::class, 'kabupaten_id');
}
}

15
app/Models/Kasus.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Database\Eloquent\Model;
class Kasus extends Model
{
use HasFactory;
protected $table = 'kasus'; // pastikan nama tabel sesuai
protected $fillable = ['bulan', 'jumlah_kasus', 'tahun'];
}

13
app/Models/Prediksi.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Database\Eloquent\Model;
class Prediksi extends Model
{
use HasFactory;
protected $table = 'prediksi'; // Ganti dengan nama tabel yang sesuai
}

14
app/Models/UjiData.php Normal file
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<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Database\Eloquent\Model;
class UjiData extends Model
{
use HasFactory;
protected $table = 'uji_data'; // Nama tabel dalam database
protected $fillable = ['probabilitas', 'mean', 'std_deviasi', 'akurasi']; // Kolom yang bisa diisi
}

50
app/Models/User.php Normal file
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<?php
namespace App\Models;
// use Illuminate\Contracts\Auth\MustVerifyEmail;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Foundation\Auth\User as Authenticatable;
use Illuminate\Notifications\Notifiable;
use Laravel\Sanctum\HasApiTokens;
class User extends Authenticatable
{
use HasApiTokens, HasFactory, Notifiable;
/**
* The attributes that are mass assignable.
*
* @var array<int, string>
*/
protected $fillable = [
'name',
'email',
'password',
];
/**
* The attributes that should be hidden for serialization.
*
* @var array<int, string>
*/
protected $hidden = [
'password',
'remember_token',
];
/**
* The attributes that should be cast.
*
* @var array<string, string>
*/
protected $casts = [
'email_verified_at' => 'datetime',
];
public function isAdmin()
{
return $this->role === 'admin'; // Sesuaikan dengan field role di database
}
}

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<?php
namespace App\Providers;
use Illuminate\Support\ServiceProvider;
class AppServiceProvider extends ServiceProvider
{
/**
* Register any application services.
*/
public function register(): void
{
//
}
/**
* Bootstrap any application services.
*/
public function boot(): void
{
//
}
}

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<?php
namespace App\Providers;
// use Illuminate\Support\Facades\Gate;
use Illuminate\Foundation\Support\Providers\AuthServiceProvider as ServiceProvider;
class AuthServiceProvider extends ServiceProvider
{
/**
* The model to policy mappings for the application.
*
* @var array<class-string, class-string>
*/
protected $policies = [
//
];
/**
* Register any authentication / authorization services.
*/
public function boot(): void
{
//
}
}

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<?php
namespace App\Providers;
use Illuminate\Support\Facades\Broadcast;
use Illuminate\Support\ServiceProvider;
class BroadcastServiceProvider extends ServiceProvider
{
/**
* Bootstrap any application services.
*/
public function boot(): void
{
Broadcast::routes();
require base_path('routes/channels.php');
}
}

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<?php
namespace App\Providers;
use Illuminate\Auth\Events\Registered;
use Illuminate\Auth\Listeners\SendEmailVerificationNotification;
use Illuminate\Foundation\Support\Providers\EventServiceProvider as ServiceProvider;
use Illuminate\Support\Facades\Event;
class EventServiceProvider extends ServiceProvider
{
/**
* The event to listener mappings for the application.
*
* @var array<class-string, array<int, class-string>>
*/
protected $listen = [
Registered::class => [
SendEmailVerificationNotification::class,
],
];
/**
* Register any events for your application.
*/
public function boot(): void
{
//
}
/**
* Determine if events and listeners should be automatically discovered.
*/
public function shouldDiscoverEvents(): bool
{
return false;
}
}

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<?php
namespace App\Providers;
use Illuminate\Cache\RateLimiting\Limit;
use Illuminate\Foundation\Support\Providers\RouteServiceProvider as ServiceProvider;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\RateLimiter;
use Illuminate\Support\Facades\Route;
class RouteServiceProvider extends ServiceProvider
{
/**
* The path to your application's "home" route.
*
* Typically, users are redirected here after authentication.
*
* @var string
*/
public const HOME = '/admin/dashboard';
/**
* Define your route model bindings, pattern filters, and other route configuration.
*/
public function boot(): void
{
RateLimiter::for('api', function (Request $request) {
return Limit::perMinute(60)->by($request->user()?->id ?: $request->ip());
});
$this->routes(function () {
Route::middleware('api')
->prefix('api')
->group(base_path('routes/api.php'));
Route::middleware('web')
->group(base_path('routes/web.php'));
});
}
}

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<?php
namespace App\View\Components;
use Illuminate\View\Component;
use Illuminate\View\View;
class AppLayout extends Component
{
/**
* Get the view / contents that represents the component.
*/
public function render(): View
{
return view('layouts.app');
}
}

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<?php
namespace App\View\Components;
use Illuminate\View\Component;
use Illuminate\View\View;
class GuestLayout extends Component
{
/**
* Get the view / contents that represents the component.
*/
public function render(): View
{
return view('layouts.guest');
}
}

53
artisan Normal file
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#!/usr/bin/env php
<?php
define('LARAVEL_START', microtime(true));
/*
|--------------------------------------------------------------------------
| Register The Auto Loader
|--------------------------------------------------------------------------
|
| Composer provides a convenient, automatically generated class loader
| for our application. We just need to utilize it! We'll require it
| into the script here so that we do not have to worry about the
| loading of any of our classes manually. It's great to relax.
|
*/
require __DIR__.'/vendor/autoload.php';
$app = require_once __DIR__.'/bootstrap/app.php';
/*
|--------------------------------------------------------------------------
| Run The Artisan Application
|--------------------------------------------------------------------------
|
| When we run the console application, the current CLI command will be
| executed in this console and the response sent back to a terminal
| or another output device for the developers. Here goes nothing!
|
*/
$kernel = $app->make(Illuminate\Contracts\Console\Kernel::class);
$status = $kernel->handle(
$input = new Symfony\Component\Console\Input\ArgvInput,
new Symfony\Component\Console\Output\ConsoleOutput
);
/*
|--------------------------------------------------------------------------
| Shutdown The Application
|--------------------------------------------------------------------------
|
| Once Artisan has finished running, we will fire off the shutdown events
| so that any final work may be done by the application before we shut
| down the process. This is the last thing to happen to the request.
|
*/
$kernel->terminate($input, $status);
exit($status);

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bootstrap/app.php Normal file
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<?php
/*
|--------------------------------------------------------------------------
| Create The Application
|--------------------------------------------------------------------------
|
| The first thing we will do is create a new Laravel application instance
| which serves as the "glue" for all the components of Laravel, and is
| the IoC container for the system binding all of the various parts.
|
*/
$app = new Illuminate\Foundation\Application(
$_ENV['APP_BASE_PATH'] ?? dirname(__DIR__)
);
/*
|--------------------------------------------------------------------------
| Bind Important Interfaces
|--------------------------------------------------------------------------
|
| Next, we need to bind some important interfaces into the container so
| we will be able to resolve them when needed. The kernels serve the
| incoming requests to this application from both the web and CLI.
|
*/
$app->singleton(
Illuminate\Contracts\Http\Kernel::class,
App\Http\Kernel::class
);
$app->singleton(
Illuminate\Contracts\Console\Kernel::class,
App\Console\Kernel::class
);
$app->singleton(
Illuminate\Contracts\Debug\ExceptionHandler::class,
App\Exceptions\Handler::class
);
/*
|--------------------------------------------------------------------------
| Return The Application
|--------------------------------------------------------------------------
|
| This script returns the application instance. The instance is given to
| the calling script so we can separate the building of the instances
| from the actual running of the application and sending responses.
|
*/
return $app;

2
bootstrap/cache/.gitignore vendored Normal file
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*
!.gitignore

69
composer.json Normal file
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{
"name": "laravel/laravel",
"type": "project",
"description": "The skeleton application for the Laravel framework.",
"keywords": ["laravel", "framework"],
"license": "MIT",
"require": {
"php": "^8.1",
"guzzlehttp/guzzle": "^7.2",
"laravel/framework": "^10.10",
"laravel/sanctum": "^3.3",
"laravel/tinker": "^2.8",
"maatwebsite/excel": "^3.1",
"phpoffice/phpspreadsheet": "^1.29"
},
"require-dev": {
"fakerphp/faker": "^1.9.1",
"laravel/breeze": "^1.29",
"laravel/pint": "^1.0",
"laravel/sail": "^1.18",
"mockery/mockery": "^1.4.4",
"nunomaduro/collision": "^7.0",
"phpunit/phpunit": "^10.1",
"spatie/laravel-ignition": "^2.0"
},
"autoload": {
"psr-4": {
"App\\": "app/",
"Database\\Factories\\": "database/factories/",
"Database\\Seeders\\": "database/seeders/"
}
},
"autoload-dev": {
"psr-4": {
"Tests\\": "tests/"
}
},
"scripts": {
"post-autoload-dump": [
"Illuminate\\Foundation\\ComposerScripts::postAutoloadDump",
"@php artisan package:discover --ansi"
],
"post-update-cmd": [
"@php artisan vendor:publish --tag=laravel-assets --ansi --force"
],
"post-root-package-install": [
"@php -r \"file_exists('.env') || copy('.env.example', '.env');\""
],
"post-create-project-cmd": [
"@php artisan key:generate --ansi"
]
},
"extra": {
"laravel": {
"dont-discover": []
}
},
"config": {
"optimize-autoloader": true,
"preferred-install": "dist",
"sort-packages": true,
"allow-plugins": {
"pestphp/pest-plugin": true,
"php-http/discovery": true
}
},
"minimum-stability": "stable",
"prefer-stable": true
}

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<?php
use Illuminate\Support\Facades\Facade;
use Illuminate\Support\ServiceProvider;
return [
/*
|--------------------------------------------------------------------------
| Application Name
|--------------------------------------------------------------------------
|
| This value is the name of your application. This value is used when the
| framework needs to place the application's name in a notification or
| any other location as required by the application or its packages.
|
*/
'name' => env('APP_NAME', 'Laravel'),
/*
|--------------------------------------------------------------------------
| Application Environment
|--------------------------------------------------------------------------
|
| This value determines the "environment" your application is currently
| running in. This may determine how you prefer to configure various
| services the application utilizes. Set this in your ".env" file.
|
*/
'env' => env('APP_ENV', 'production'),
/*
|--------------------------------------------------------------------------
| Application Debug Mode
|--------------------------------------------------------------------------
|
| When your application is in debug mode, detailed error messages with
| stack traces will be shown on every error that occurs within your
| application. If disabled, a simple generic error page is shown.
|
*/
'debug' => (bool) env('APP_DEBUG', false),
/*
|--------------------------------------------------------------------------
| Application URL
|--------------------------------------------------------------------------
|
| This URL is used by the console to properly generate URLs when using
| the Artisan command line tool. You should set this to the root of
| your application so that it is used when running Artisan tasks.
|
*/
'url' => env('APP_URL', 'http://localhost'),
'asset_url' => env('ASSET_URL'),
/*
|--------------------------------------------------------------------------
| Application Timezone
|--------------------------------------------------------------------------
|
| Here you may specify the default timezone for your application, which
| will be used by the PHP date and date-time functions. We have gone
| ahead and set this to a sensible default for you out of the box.
|
*/
'timezone' => 'UTC',
/*
|--------------------------------------------------------------------------
| Application Locale Configuration
|--------------------------------------------------------------------------
|
| The application locale determines the default locale that will be used
| by the translation service provider. You are free to set this value
| to any of the locales which will be supported by the application.
|
*/
'locale' => 'en',
/*
|--------------------------------------------------------------------------
| Application Fallback Locale
|--------------------------------------------------------------------------
|
| The fallback locale determines the locale to use when the current one
| is not available. You may change the value to correspond to any of
| the language folders that are provided through your application.
|
*/
'fallback_locale' => 'en',
/*
|--------------------------------------------------------------------------
| Faker Locale
|--------------------------------------------------------------------------
|
| This locale will be used by the Faker PHP library when generating fake
| data for your database seeds. For example, this will be used to get
| localized telephone numbers, street address information and more.
|
*/
'faker_locale' => 'en_US',
/*
|--------------------------------------------------------------------------
| Encryption Key
|--------------------------------------------------------------------------
|
| This key is used by the Illuminate encrypter service and should be set
| to a random, 32 character string, otherwise these encrypted strings
| will not be safe. Please do this before deploying an application!
|
*/
'key' => env('APP_KEY'),
'cipher' => 'AES-256-CBC',
/*
|--------------------------------------------------------------------------
| Maintenance Mode Driver
|--------------------------------------------------------------------------
|
| These configuration options determine the driver used to determine and
| manage Laravel's "maintenance mode" status. The "cache" driver will
| allow maintenance mode to be controlled across multiple machines.
|
| Supported drivers: "file", "cache"
|
*/
'maintenance' => [
'driver' => 'file',
// 'store' => 'redis',
],
/*
|--------------------------------------------------------------------------
| Autoloaded Service Providers
|--------------------------------------------------------------------------
|
| The service providers listed here will be automatically loaded on the
| request to your application. Feel free to add your own services to
| this array to grant expanded functionality to your applications.
|
*/
'providers' => ServiceProvider::defaultProviders()->merge([
/*
* Package Service Providers...
*/
/*
* Application Service Providers...
*/
App\Providers\AppServiceProvider::class,
App\Providers\AuthServiceProvider::class,
// App\Providers\BroadcastServiceProvider::class,
App\Providers\EventServiceProvider::class,
App\Providers\RouteServiceProvider::class,
])->toArray(),
/*
|--------------------------------------------------------------------------
| Class Aliases
|--------------------------------------------------------------------------
|
| This array of class aliases will be registered when this application
| is started. However, feel free to register as many as you wish as
| the aliases are "lazy" loaded so they don't hinder performance.
|
*/
'aliases' => Facade::defaultAliases()->merge([
// 'Example' => App\Facades\Example::class,
])->toArray(),
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Authentication Defaults
|--------------------------------------------------------------------------
|
| This option controls the default authentication "guard" and password
| reset options for your application. You may change these defaults
| as required, but they're a perfect start for most applications.
|
*/
'defaults' => [
'guard' => 'web',
'passwords' => 'users',
],
/*
|--------------------------------------------------------------------------
| Authentication Guards
|--------------------------------------------------------------------------
|
| Next, you may define every authentication guard for your application.
| Of course, a great default configuration has been defined for you
| here which uses session storage and the Eloquent user provider.
|
| All authentication drivers have a user provider. This defines how the
| users are actually retrieved out of your database or other storage
| mechanisms used by this application to persist your user's data.
|
| Supported: "session"
|
*/
'guards' => [
'web' => [
'driver' => 'session',
'provider' => 'users',
],
],
/*
|--------------------------------------------------------------------------
| User Providers
|--------------------------------------------------------------------------
|
| All authentication drivers have a user provider. This defines how the
| users are actually retrieved out of your database or other storage
| mechanisms used by this application to persist your user's data.
|
| If you have multiple user tables or models you may configure multiple
| sources which represent each model / table. These sources may then
| be assigned to any extra authentication guards you have defined.
|
| Supported: "database", "eloquent"
|
*/
'providers' => [
'users' => [
'driver' => 'eloquent',
'model' => App\Models\User::class,
],
// 'users' => [
// 'driver' => 'database',
// 'table' => 'users',
// ],
],
/*
|--------------------------------------------------------------------------
| Resetting Passwords
|--------------------------------------------------------------------------
|
| You may specify multiple password reset configurations if you have more
| than one user table or model in the application and you want to have
| separate password reset settings based on the specific user types.
|
| The expiry time is the number of minutes that each reset token will be
| considered valid. This security feature keeps tokens short-lived so
| they have less time to be guessed. You may change this as needed.
|
| The throttle setting is the number of seconds a user must wait before
| generating more password reset tokens. This prevents the user from
| quickly generating a very large amount of password reset tokens.
|
*/
'passwords' => [
'users' => [
'provider' => 'users',
'table' => 'password_reset_tokens',
'expire' => 60,
'throttle' => 60,
],
],
/*
|--------------------------------------------------------------------------
| Password Confirmation Timeout
|--------------------------------------------------------------------------
|
| Here you may define the amount of seconds before a password confirmation
| times out and the user is prompted to re-enter their password via the
| confirmation screen. By default, the timeout lasts for three hours.
|
*/
'password_timeout' => 10800,
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Default Broadcaster
|--------------------------------------------------------------------------
|
| This option controls the default broadcaster that will be used by the
| framework when an event needs to be broadcast. You may set this to
| any of the connections defined in the "connections" array below.
|
| Supported: "pusher", "ably", "redis", "log", "null"
|
*/
'default' => env('BROADCAST_DRIVER', 'null'),
/*
|--------------------------------------------------------------------------
| Broadcast Connections
|--------------------------------------------------------------------------
|
| Here you may define all of the broadcast connections that will be used
| to broadcast events to other systems or over websockets. Samples of
| each available type of connection are provided inside this array.
|
*/
'connections' => [
'pusher' => [
'driver' => 'pusher',
'key' => env('PUSHER_APP_KEY'),
'secret' => env('PUSHER_APP_SECRET'),
'app_id' => env('PUSHER_APP_ID'),
'options' => [
'cluster' => env('PUSHER_APP_CLUSTER'),
'host' => env('PUSHER_HOST') ?: 'api-'.env('PUSHER_APP_CLUSTER', 'mt1').'.pusher.com',
'port' => env('PUSHER_PORT', 443),
'scheme' => env('PUSHER_SCHEME', 'https'),
'encrypted' => true,
'useTLS' => env('PUSHER_SCHEME', 'https') === 'https',
],
'client_options' => [
// Guzzle client options: https://docs.guzzlephp.org/en/stable/request-options.html
],
],
'ably' => [
'driver' => 'ably',
'key' => env('ABLY_KEY'),
],
'redis' => [
'driver' => 'redis',
'connection' => 'default',
],
'log' => [
'driver' => 'log',
],
'null' => [
'driver' => 'null',
],
],
];

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<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Cache Store
|--------------------------------------------------------------------------
|
| This option controls the default cache connection that gets used while
| using this caching library. This connection is used when another is
| not explicitly specified when executing a given caching function.
|
*/
'default' => env('CACHE_DRIVER', 'file'),
/*
|--------------------------------------------------------------------------
| Cache Stores
|--------------------------------------------------------------------------
|
| Here you may define all of the cache "stores" for your application as
| well as their drivers. You may even define multiple stores for the
| same cache driver to group types of items stored in your caches.
|
| Supported drivers: "apc", "array", "database", "file",
| "memcached", "redis", "dynamodb", "octane", "null"
|
*/
'stores' => [
'apc' => [
'driver' => 'apc',
],
'array' => [
'driver' => 'array',
'serialize' => false,
],
'database' => [
'driver' => 'database',
'table' => 'cache',
'connection' => null,
'lock_connection' => null,
],
'file' => [
'driver' => 'file',
'path' => storage_path('framework/cache/data'),
'lock_path' => storage_path('framework/cache/data'),
],
'memcached' => [
'driver' => 'memcached',
'persistent_id' => env('MEMCACHED_PERSISTENT_ID'),
'sasl' => [
env('MEMCACHED_USERNAME'),
env('MEMCACHED_PASSWORD'),
],
'options' => [
// Memcached::OPT_CONNECT_TIMEOUT => 2000,
],
'servers' => [
[
'host' => env('MEMCACHED_HOST', '127.0.0.1'),
'port' => env('MEMCACHED_PORT', 11211),
'weight' => 100,
],
],
],
'redis' => [
'driver' => 'redis',
'connection' => 'cache',
'lock_connection' => 'default',
],
'dynamodb' => [
'driver' => 'dynamodb',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
'table' => env('DYNAMODB_CACHE_TABLE', 'cache'),
'endpoint' => env('DYNAMODB_ENDPOINT'),
],
'octane' => [
'driver' => 'octane',
],
],
/*
|--------------------------------------------------------------------------
| Cache Key Prefix
|--------------------------------------------------------------------------
|
| When utilizing the APC, database, memcached, Redis, or DynamoDB cache
| stores there might be other applications using the same cache. For
| that reason, you may prefix every cache key to avoid collisions.
|
*/
'prefix' => env('CACHE_PREFIX', Str::slug(env('APP_NAME', 'laravel'), '_').'_cache_'),
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Cross-Origin Resource Sharing (CORS) Configuration
|--------------------------------------------------------------------------
|
| Here you may configure your settings for cross-origin resource sharing
| or "CORS". This determines what cross-origin operations may execute
| in web browsers. You are free to adjust these settings as needed.
|
| To learn more: https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS
|
*/
'paths' => ['api/*', 'sanctum/csrf-cookie'],
'allowed_methods' => ['*'],
'allowed_origins' => ['*'],
'allowed_origins_patterns' => [],
'allowed_headers' => ['*'],
'exposed_headers' => [],
'max_age' => 0,
'supports_credentials' => false,
];

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<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Database Connection Name
|--------------------------------------------------------------------------
|
| Here you may specify which of the database connections below you wish
| to use as your default connection for all database work. Of course
| you may use many connections at once using the Database library.
|
*/
'default' => env('DB_CONNECTION', 'mysql'),
/*
|--------------------------------------------------------------------------
| Database Connections
|--------------------------------------------------------------------------
|
| Here are each of the database connections setup for your application.
| Of course, examples of configuring each database platform that is
| supported by Laravel is shown below to make development simple.
|
|
| All database work in Laravel is done through the PHP PDO facilities
| so make sure you have the driver for your particular database of
| choice installed on your machine before you begin development.
|
*/
'connections' => [
'sqlite' => [
'driver' => 'sqlite',
'url' => env('DATABASE_URL'),
'database' => env('DB_DATABASE', database_path('database.sqlite')),
'prefix' => '',
'foreign_key_constraints' => env('DB_FOREIGN_KEYS', true),
],
'mysql' => [
'driver' => 'mysql',
'url' => env('DATABASE_URL'),
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '3306'),
'database' => env('DB_DATABASE', 'forge'),
'username' => env('DB_USERNAME', 'forge'),
'password' => env('DB_PASSWORD', ''),
'unix_socket' => env('DB_SOCKET', ''),
'charset' => 'utf8mb4',
'collation' => 'utf8mb4_unicode_ci',
'prefix' => '',
'prefix_indexes' => true,
'strict' => true,
'engine' => null,
'options' => extension_loaded('pdo_mysql') ? array_filter([
PDO::MYSQL_ATTR_SSL_CA => env('MYSQL_ATTR_SSL_CA'),
]) : [],
],
'pgsql' => [
'driver' => 'pgsql',
'url' => env('DATABASE_URL'),
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '5432'),
'database' => env('DB_DATABASE', 'forge'),
'username' => env('DB_USERNAME', 'forge'),
'password' => env('DB_PASSWORD', ''),
'charset' => 'utf8',
'prefix' => '',
'prefix_indexes' => true,
'search_path' => 'public',
'sslmode' => 'prefer',
],
'sqlsrv' => [
'driver' => 'sqlsrv',
'url' => env('DATABASE_URL'),
'host' => env('DB_HOST', 'localhost'),
'port' => env('DB_PORT', '1433'),
'database' => env('DB_DATABASE', 'forge'),
'username' => env('DB_USERNAME', 'forge'),
'password' => env('DB_PASSWORD', ''),
'charset' => 'utf8',
'prefix' => '',
'prefix_indexes' => true,
// 'encrypt' => env('DB_ENCRYPT', 'yes'),
// 'trust_server_certificate' => env('DB_TRUST_SERVER_CERTIFICATE', 'false'),
],
],
/*
|--------------------------------------------------------------------------
| Migration Repository Table
|--------------------------------------------------------------------------
|
| This table keeps track of all the migrations that have already run for
| your application. Using this information, we can determine which of
| the migrations on disk haven't actually been run in the database.
|
*/
'migrations' => 'migrations',
/*
|--------------------------------------------------------------------------
| Redis Databases
|--------------------------------------------------------------------------
|
| Redis is an open source, fast, and advanced key-value store that also
| provides a richer body of commands than a typical key-value system
| such as APC or Memcached. Laravel makes it easy to dig right in.
|
*/
'redis' => [
'client' => env('REDIS_CLIENT', 'phpredis'),
'options' => [
'cluster' => env('REDIS_CLUSTER', 'redis'),
'prefix' => env('REDIS_PREFIX', Str::slug(env('APP_NAME', 'laravel'), '_').'_database_'),
],
'default' => [
'url' => env('REDIS_URL'),
'host' => env('REDIS_HOST', '127.0.0.1'),
'username' => env('REDIS_USERNAME'),
'password' => env('REDIS_PASSWORD'),
'port' => env('REDIS_PORT', '6379'),
'database' => env('REDIS_DB', '0'),
],
'cache' => [
'url' => env('REDIS_URL'),
'host' => env('REDIS_HOST', '127.0.0.1'),
'username' => env('REDIS_USERNAME'),
'password' => env('REDIS_PASSWORD'),
'port' => env('REDIS_PORT', '6379'),
'database' => env('REDIS_CACHE_DB', '1'),
],
],
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Default Filesystem Disk
|--------------------------------------------------------------------------
|
| Here you may specify the default filesystem disk that should be used
| by the framework. The "local" disk, as well as a variety of cloud
| based disks are available to your application. Just store away!
|
*/
'default' => env('FILESYSTEM_DISK', 'local'),
/*
|--------------------------------------------------------------------------
| Filesystem Disks
|--------------------------------------------------------------------------
|
| Here you may configure as many filesystem "disks" as you wish, and you
| may even configure multiple disks of the same driver. Defaults have
| been set up for each driver as an example of the required values.
|
| Supported Drivers: "local", "ftp", "sftp", "s3"
|
*/
'disks' => [
'local' => [
'driver' => 'local',
'root' => storage_path('app'),
'throw' => false,
],
'public' => [
'driver' => 'local',
'root' => storage_path('app/public'),
'url' => env('APP_URL').'/storage',
'visibility' => 'public',
'throw' => false,
],
's3' => [
'driver' => 's3',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION'),
'bucket' => env('AWS_BUCKET'),
'url' => env('AWS_URL'),
'endpoint' => env('AWS_ENDPOINT'),
'use_path_style_endpoint' => env('AWS_USE_PATH_STYLE_ENDPOINT', false),
'throw' => false,
],
],
/*
|--------------------------------------------------------------------------
| Symbolic Links
|--------------------------------------------------------------------------
|
| Here you may configure the symbolic links that will be created when the
| `storage:link` Artisan command is executed. The array keys should be
| the locations of the links and the values should be their targets.
|
*/
'links' => [
public_path('storage') => storage_path('app/public'),
],
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Default Hash Driver
|--------------------------------------------------------------------------
|
| This option controls the default hash driver that will be used to hash
| passwords for your application. By default, the bcrypt algorithm is
| used; however, you remain free to modify this option if you wish.
|
| Supported: "bcrypt", "argon", "argon2id"
|
*/
'driver' => 'bcrypt',
/*
|--------------------------------------------------------------------------
| Bcrypt Options
|--------------------------------------------------------------------------
|
| Here you may specify the configuration options that should be used when
| passwords are hashed using the Bcrypt algorithm. This will allow you
| to control the amount of time it takes to hash the given password.
|
*/
'bcrypt' => [
'rounds' => env('BCRYPT_ROUNDS', 12),
'verify' => true,
],
/*
|--------------------------------------------------------------------------
| Argon Options
|--------------------------------------------------------------------------
|
| Here you may specify the configuration options that should be used when
| passwords are hashed using the Argon algorithm. These will allow you
| to control the amount of time it takes to hash the given password.
|
*/
'argon' => [
'memory' => 65536,
'threads' => 1,
'time' => 4,
'verify' => true,
],
];

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<?php
use Monolog\Handler\NullHandler;
use Monolog\Handler\StreamHandler;
use Monolog\Handler\SyslogUdpHandler;
use Monolog\Processor\PsrLogMessageProcessor;
return [
/*
|--------------------------------------------------------------------------
| Default Log Channel
|--------------------------------------------------------------------------
|
| This option defines the default log channel that gets used when writing
| messages to the logs. The name specified in this option should match
| one of the channels defined in the "channels" configuration array.
|
*/
'default' => env('LOG_CHANNEL', 'stack'),
/*
|--------------------------------------------------------------------------
| Deprecations Log Channel
|--------------------------------------------------------------------------
|
| This option controls the log channel that should be used to log warnings
| regarding deprecated PHP and library features. This allows you to get
| your application ready for upcoming major versions of dependencies.
|
*/
'deprecations' => [
'channel' => env('LOG_DEPRECATIONS_CHANNEL', 'null'),
'trace' => false,
],
/*
|--------------------------------------------------------------------------
| Log Channels
|--------------------------------------------------------------------------
|
| Here you may configure the log channels for your application. Out of
| the box, Laravel uses the Monolog PHP logging library. This gives
| you a variety of powerful log handlers / formatters to utilize.
|
| Available Drivers: "single", "daily", "slack", "syslog",
| "errorlog", "monolog",
| "custom", "stack"
|
*/
'channels' => [
'stack' => [
'driver' => 'stack',
'channels' => ['single'],
'ignore_exceptions' => false,
],
'single' => [
'driver' => 'single',
'path' => storage_path('logs/laravel.log'),
'level' => env('LOG_LEVEL', 'debug'),
'replace_placeholders' => true,
],
'daily' => [
'driver' => 'daily',
'path' => storage_path('logs/laravel.log'),
'level' => env('LOG_LEVEL', 'debug'),
'days' => 14,
'replace_placeholders' => true,
],
'slack' => [
'driver' => 'slack',
'url' => env('LOG_SLACK_WEBHOOK_URL'),
'username' => 'Laravel Log',
'emoji' => ':boom:',
'level' => env('LOG_LEVEL', 'critical'),
'replace_placeholders' => true,
],
'papertrail' => [
'driver' => 'monolog',
'level' => env('LOG_LEVEL', 'debug'),
'handler' => env('LOG_PAPERTRAIL_HANDLER', SyslogUdpHandler::class),
'handler_with' => [
'host' => env('PAPERTRAIL_URL'),
'port' => env('PAPERTRAIL_PORT'),
'connectionString' => 'tls://'.env('PAPERTRAIL_URL').':'.env('PAPERTRAIL_PORT'),
],
'processors' => [PsrLogMessageProcessor::class],
],
'stderr' => [
'driver' => 'monolog',
'level' => env('LOG_LEVEL', 'debug'),
'handler' => StreamHandler::class,
'formatter' => env('LOG_STDERR_FORMATTER'),
'with' => [
'stream' => 'php://stderr',
],
'processors' => [PsrLogMessageProcessor::class],
],
'syslog' => [
'driver' => 'syslog',
'level' => env('LOG_LEVEL', 'debug'),
'facility' => LOG_USER,
'replace_placeholders' => true,
],
'errorlog' => [
'driver' => 'errorlog',
'level' => env('LOG_LEVEL', 'debug'),
'replace_placeholders' => true,
],
'null' => [
'driver' => 'monolog',
'handler' => NullHandler::class,
],
'emergency' => [
'path' => storage_path('logs/laravel.log'),
],
],
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Default Mailer
|--------------------------------------------------------------------------
|
| This option controls the default mailer that is used to send any email
| messages sent by your application. Alternative mailers may be setup
| and used as needed; however, this mailer will be used by default.
|
*/
'default' => env('MAIL_MAILER', 'smtp'),
/*
|--------------------------------------------------------------------------
| Mailer Configurations
|--------------------------------------------------------------------------
|
| Here you may configure all of the mailers used by your application plus
| their respective settings. Several examples have been configured for
| you and you are free to add your own as your application requires.
|
| Laravel supports a variety of mail "transport" drivers to be used while
| sending an e-mail. You will specify which one you are using for your
| mailers below. You are free to add additional mailers as required.
|
| Supported: "smtp", "sendmail", "mailgun", "ses", "ses-v2",
| "postmark", "log", "array", "failover", "roundrobin"
|
*/
'mailers' => [
'smtp' => [
'transport' => 'smtp',
'url' => env('MAIL_URL'),
'host' => env('MAIL_HOST', 'smtp.mailgun.org'),
'port' => env('MAIL_PORT', 587),
'encryption' => env('MAIL_ENCRYPTION', 'tls'),
'username' => env('MAIL_USERNAME'),
'password' => env('MAIL_PASSWORD'),
'timeout' => null,
'local_domain' => env('MAIL_EHLO_DOMAIN'),
],
'ses' => [
'transport' => 'ses',
],
'postmark' => [
'transport' => 'postmark',
// 'message_stream_id' => null,
// 'client' => [
// 'timeout' => 5,
// ],
],
'mailgun' => [
'transport' => 'mailgun',
// 'client' => [
// 'timeout' => 5,
// ],
],
'sendmail' => [
'transport' => 'sendmail',
'path' => env('MAIL_SENDMAIL_PATH', '/usr/sbin/sendmail -bs -i'),
],
'log' => [
'transport' => 'log',
'channel' => env('MAIL_LOG_CHANNEL'),
],
'array' => [
'transport' => 'array',
],
'failover' => [
'transport' => 'failover',
'mailers' => [
'smtp',
'log',
],
],
'roundrobin' => [
'transport' => 'roundrobin',
'mailers' => [
'ses',
'postmark',
],
],
],
/*
|--------------------------------------------------------------------------
| Global "From" Address
|--------------------------------------------------------------------------
|
| You may wish for all e-mails sent by your application to be sent from
| the same address. Here, you may specify a name and address that is
| used globally for all e-mails that are sent by your application.
|
*/
'from' => [
'address' => env('MAIL_FROM_ADDRESS', 'hello@example.com'),
'name' => env('MAIL_FROM_NAME', 'Example'),
],
/*
|--------------------------------------------------------------------------
| Markdown Mail Settings
|--------------------------------------------------------------------------
|
| If you are using Markdown based email rendering, you may configure your
| theme and component paths here, allowing you to customize the design
| of the emails. Or, you may simply stick with the Laravel defaults!
|
*/
'markdown' => [
'theme' => 'default',
'paths' => [
resource_path('views/vendor/mail'),
],
],
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Default Queue Connection Name
|--------------------------------------------------------------------------
|
| Laravel's queue API supports an assortment of back-ends via a single
| API, giving you convenient access to each back-end using the same
| syntax for every one. Here you may define a default connection.
|
*/
'default' => env('QUEUE_CONNECTION', 'sync'),
/*
|--------------------------------------------------------------------------
| Queue Connections
|--------------------------------------------------------------------------
|
| Here you may configure the connection information for each server that
| is used by your application. A default configuration has been added
| for each back-end shipped with Laravel. You are free to add more.
|
| Drivers: "sync", "database", "beanstalkd", "sqs", "redis", "null"
|
*/
'connections' => [
'sync' => [
'driver' => 'sync',
],
'database' => [
'driver' => 'database',
'table' => 'jobs',
'queue' => 'default',
'retry_after' => 90,
'after_commit' => false,
],
'beanstalkd' => [
'driver' => 'beanstalkd',
'host' => 'localhost',
'queue' => 'default',
'retry_after' => 90,
'block_for' => 0,
'after_commit' => false,
],
'sqs' => [
'driver' => 'sqs',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'prefix' => env('SQS_PREFIX', 'https://sqs.us-east-1.amazonaws.com/your-account-id'),
'queue' => env('SQS_QUEUE', 'default'),
'suffix' => env('SQS_SUFFIX'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
'after_commit' => false,
],
'redis' => [
'driver' => 'redis',
'connection' => 'default',
'queue' => env('REDIS_QUEUE', 'default'),
'retry_after' => 90,
'block_for' => null,
'after_commit' => false,
],
],
/*
|--------------------------------------------------------------------------
| Job Batching
|--------------------------------------------------------------------------
|
| The following options configure the database and table that store job
| batching information. These options can be updated to any database
| connection and table which has been defined by your application.
|
*/
'batching' => [
'database' => env('DB_CONNECTION', 'mysql'),
'table' => 'job_batches',
],
/*
|--------------------------------------------------------------------------
| Failed Queue Jobs
|--------------------------------------------------------------------------
|
| These options configure the behavior of failed queue job logging so you
| can control which database and table are used to store the jobs that
| have failed. You may change them to any database / table you wish.
|
*/
'failed' => [
'driver' => env('QUEUE_FAILED_DRIVER', 'database-uuids'),
'database' => env('DB_CONNECTION', 'mysql'),
'table' => 'failed_jobs',
],
];

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<?php
use Laravel\Sanctum\Sanctum;
return [
/*
|--------------------------------------------------------------------------
| Stateful Domains
|--------------------------------------------------------------------------
|
| Requests from the following domains / hosts will receive stateful API
| authentication cookies. Typically, these should include your local
| and production domains which access your API via a frontend SPA.
|
*/
'stateful' => explode(',', env('SANCTUM_STATEFUL_DOMAINS', sprintf(
'%s%s',
'localhost,localhost:3000,127.0.0.1,127.0.0.1:8000,::1',
Sanctum::currentApplicationUrlWithPort()
))),
/*
|--------------------------------------------------------------------------
| Sanctum Guards
|--------------------------------------------------------------------------
|
| This array contains the authentication guards that will be checked when
| Sanctum is trying to authenticate a request. If none of these guards
| are able to authenticate the request, Sanctum will use the bearer
| token that's present on an incoming request for authentication.
|
*/
'guard' => ['web'],
/*
|--------------------------------------------------------------------------
| Expiration Minutes
|--------------------------------------------------------------------------
|
| This value controls the number of minutes until an issued token will be
| considered expired. This will override any values set in the token's
| "expires_at" attribute, but first-party sessions are not affected.
|
*/
'expiration' => null,
/*
|--------------------------------------------------------------------------
| Token Prefix
|--------------------------------------------------------------------------
|
| Sanctum can prefix new tokens in order to take advantage of numerous
| security scanning initiatives maintained by open source platforms
| that notify developers if they commit tokens into repositories.
|
| See: https://docs.github.com/en/code-security/secret-scanning/about-secret-scanning
|
*/
'token_prefix' => env('SANCTUM_TOKEN_PREFIX', ''),
/*
|--------------------------------------------------------------------------
| Sanctum Middleware
|--------------------------------------------------------------------------
|
| When authenticating your first-party SPA with Sanctum you may need to
| customize some of the middleware Sanctum uses while processing the
| request. You may change the middleware listed below as required.
|
*/
'middleware' => [
'authenticate_session' => Laravel\Sanctum\Http\Middleware\AuthenticateSession::class,
'encrypt_cookies' => App\Http\Middleware\EncryptCookies::class,
'verify_csrf_token' => App\Http\Middleware\VerifyCsrfToken::class,
],
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| Third Party Services
|--------------------------------------------------------------------------
|
| This file is for storing the credentials for third party services such
| as Mailgun, Postmark, AWS and more. This file provides the de facto
| location for this type of information, allowing packages to have
| a conventional file to locate the various service credentials.
|
*/
'mailgun' => [
'domain' => env('MAILGUN_DOMAIN'),
'secret' => env('MAILGUN_SECRET'),
'endpoint' => env('MAILGUN_ENDPOINT', 'api.mailgun.net'),
'scheme' => 'https',
],
'postmark' => [
'token' => env('POSTMARK_TOKEN'),
],
'ses' => [
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
],
];

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<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Session Driver
|--------------------------------------------------------------------------
|
| This option controls the default session "driver" that will be used on
| requests. By default, we will use the lightweight native driver but
| you may specify any of the other wonderful drivers provided here.
|
| Supported: "file", "cookie", "database", "apc",
| "memcached", "redis", "dynamodb", "array"
|
*/
'driver' => env('SESSION_DRIVER', 'file'),
/*
|--------------------------------------------------------------------------
| Session Lifetime
|--------------------------------------------------------------------------
|
| Here you may specify the number of minutes that you wish the session
| to be allowed to remain idle before it expires. If you want them
| to immediately expire on the browser closing, set that option.
|
*/
'lifetime' => env('SESSION_LIFETIME', 120),
'expire_on_close' => false,
/*
|--------------------------------------------------------------------------
| Session Encryption
|--------------------------------------------------------------------------
|
| This option allows you to easily specify that all of your session data
| should be encrypted before it is stored. All encryption will be run
| automatically by Laravel and you can use the Session like normal.
|
*/
'encrypt' => false,
/*
|--------------------------------------------------------------------------
| Session File Location
|--------------------------------------------------------------------------
|
| When using the native session driver, we need a location where session
| files may be stored. A default has been set for you but a different
| location may be specified. This is only needed for file sessions.
|
*/
'files' => storage_path('framework/sessions'),
/*
|--------------------------------------------------------------------------
| Session Database Connection
|--------------------------------------------------------------------------
|
| When using the "database" or "redis" session drivers, you may specify a
| connection that should be used to manage these sessions. This should
| correspond to a connection in your database configuration options.
|
*/
'connection' => env('SESSION_CONNECTION'),
/*
|--------------------------------------------------------------------------
| Session Database Table
|--------------------------------------------------------------------------
|
| When using the "database" session driver, you may specify the table we
| should use to manage the sessions. Of course, a sensible default is
| provided for you; however, you are free to change this as needed.
|
*/
'table' => 'sessions',
/*
|--------------------------------------------------------------------------
| Session Cache Store
|--------------------------------------------------------------------------
|
| While using one of the framework's cache driven session backends you may
| list a cache store that should be used for these sessions. This value
| must match with one of the application's configured cache "stores".
|
| Affects: "apc", "dynamodb", "memcached", "redis"
|
*/
'store' => env('SESSION_STORE'),
/*
|--------------------------------------------------------------------------
| Session Sweeping Lottery
|--------------------------------------------------------------------------
|
| Some session drivers must manually sweep their storage location to get
| rid of old sessions from storage. Here are the chances that it will
| happen on a given request. By default, the odds are 2 out of 100.
|
*/
'lottery' => [2, 100],
/*
|--------------------------------------------------------------------------
| Session Cookie Name
|--------------------------------------------------------------------------
|
| Here you may change the name of the cookie used to identify a session
| instance by ID. The name specified here will get used every time a
| new session cookie is created by the framework for every driver.
|
*/
'cookie' => env(
'SESSION_COOKIE',
Str::slug(env('APP_NAME', 'laravel'), '_').'_session'
),
/*
|--------------------------------------------------------------------------
| Session Cookie Path
|--------------------------------------------------------------------------
|
| The session cookie path determines the path for which the cookie will
| be regarded as available. Typically, this will be the root path of
| your application but you are free to change this when necessary.
|
*/
'path' => '/',
/*
|--------------------------------------------------------------------------
| Session Cookie Domain
|--------------------------------------------------------------------------
|
| Here you may change the domain of the cookie used to identify a session
| in your application. This will determine which domains the cookie is
| available to in your application. A sensible default has been set.
|
*/
'domain' => env('SESSION_DOMAIN'),
/*
|--------------------------------------------------------------------------
| HTTPS Only Cookies
|--------------------------------------------------------------------------
|
| By setting this option to true, session cookies will only be sent back
| to the server if the browser has a HTTPS connection. This will keep
| the cookie from being sent to you when it can't be done securely.
|
*/
'secure' => env('SESSION_SECURE_COOKIE'),
/*
|--------------------------------------------------------------------------
| HTTP Access Only
|--------------------------------------------------------------------------
|
| Setting this value to true will prevent JavaScript from accessing the
| value of the cookie and the cookie will only be accessible through
| the HTTP protocol. You are free to modify this option if needed.
|
*/
'http_only' => true,
/*
|--------------------------------------------------------------------------
| Same-Site Cookies
|--------------------------------------------------------------------------
|
| This option determines how your cookies behave when cross-site requests
| take place, and can be used to mitigate CSRF attacks. By default, we
| will set this value to "lax" since this is a secure default value.
|
| Supported: "lax", "strict", "none", null
|
*/
'same_site' => 'lax',
/*
|--------------------------------------------------------------------------
| Partitioned Cookies
|--------------------------------------------------------------------------
|
| Setting this value to true will tie the cookie to the top-level site for
| a cross-site context. Partitioned cookies are accepted by the browser
| when flagged "secure" and the Same-Site attribute is set to "none".
|
*/
'partitioned' => false,
];

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<?php
return [
/*
|--------------------------------------------------------------------------
| View Storage Paths
|--------------------------------------------------------------------------
|
| Most templating systems load templates from disk. Here you may specify
| an array of paths that should be checked for your views. Of course
| the usual Laravel view path has already been registered for you.
|
*/
'paths' => [
resource_path('views'),
],
/*
|--------------------------------------------------------------------------
| Compiled View Path
|--------------------------------------------------------------------------
|
| This option determines where all the compiled Blade templates will be
| stored for your application. Typically, this is within the storage
| directory. However, as usual, you are free to change this value.
|
*/
'compiled' => env(
'VIEW_COMPILED_PATH',
realpath(storage_path('framework/views'))
),
];

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*.sqlite*

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<?php
namespace Database\Factories;
use Illuminate\Database\Eloquent\Factories\Factory;
use Illuminate\Support\Facades\Hash;
use Illuminate\Support\Str;
/**
* @extends \Illuminate\Database\Eloquent\Factories\Factory<\App\Models\User>
*/
class UserFactory extends Factory
{
/**
* The current password being used by the factory.
*/
protected static ?string $password;
/**
* Define the model's default state.
*
* @return array<string, mixed>
*/
public function definition(): array
{
return [
'name' => fake()->name(),
'email' => fake()->unique()->safeEmail(),
'email_verified_at' => now(),
'password' => static::$password ??= Hash::make('password'),
'remember_token' => Str::random(10),
];
}
/**
* Indicate that the model's email address should be unverified.
*/
public function unverified(): static
{
return $this->state(fn (array $attributes) => [
'email_verified_at' => null,
]);
}
}

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('users', function (Blueprint $table) {
$table->id();
$table->string('name');
$table->string('email')->unique();
$table->timestamp('email_verified_at')->nullable();
$table->string('password');
$table->rememberToken();
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('users');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('password_reset_tokens', function (Blueprint $table) {
$table->string('email')->primary();
$table->string('token');
$table->timestamp('created_at')->nullable();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('password_reset_tokens');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('failed_jobs', function (Blueprint $table) {
$table->id();
$table->string('uuid')->unique();
$table->text('connection');
$table->text('queue');
$table->longText('payload');
$table->longText('exception');
$table->timestamp('failed_at')->useCurrent();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('failed_jobs');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('personal_access_tokens', function (Blueprint $table) {
$table->id();
$table->morphs('tokenable');
$table->string('name');
$table->string('token', 64)->unique();
$table->text('abilities')->nullable();
$table->timestamp('last_used_at')->nullable();
$table->timestamp('expires_at')->nullable();
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('personal_access_tokens');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('prediksi', function (Blueprint $table) {
$table->id();
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('prediksi');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up()
{
Schema::create('kabupatens', function (Blueprint $table) {
$table->id();
$table->string('nama')->unique();
$table->decimal('latitude', 10, 7);
$table->decimal('longitude', 10, 7);
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('kabupatens');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up()
{
Schema::create('data_latih', function (Blueprint $table) {
$table->id();
$table->string('kecamatan');
$table->integer('jumlah_penduduk');
$table->integer('data_tahun')->nullable();
$table->float('phbs');
$table->float('pcv1');
$table->float('pcv2');
$table->float('imunisasi'); // rata-rata
$table->float('merokok');
$table->integer('kasus_2023');
$table->decimal('latitude', 10, 7);
$table->decimal('longitude', 10, 7);
$table->string('hipotesis')->nullable(); // hasil naive bayes
$table->integer('prediksi_tahun')->nullable(); // <--- tambahkan ini
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('data_latih');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration {
public function up(): void
{
Schema::create('kasus', function (Blueprint $table) {
$table->id();
$table->string('bulan');
$table->integer('jumlah_kasus');
$table->integer('tahun');
$table->timestamps();
});
}
public function down(): void
{
Schema::dropIfExists('kasus');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('hasil_pengujian', function (Blueprint $table) {
$table->id();
$table->string('kecamatan');
$table->integer('jumlah_penduduk');
$table->integer('data_tahun')->nullable();
$table->float('phbs');
$table->float('pcv1');
$table->float('pcv2');
$table->float('imunisasi');
$table->float('merokok');
$table->integer('jumlah_kasus');
$table->double('latitude');
$table->double('longitude');
$table->string('status_asli')->nullable();
$table->string('status_prediksi')->nullable();
$table->integer('prediksi_tahun')->nullable(); // ✅ Tambahkan ini
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('hasil_pengujian');
}
};

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<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up()
{
Schema::create('data_uji', function (Blueprint $table) {
$table->id();
$table->string('no')->nullable();
$table->string('kecamatan')->nullable();
$table->bigInteger('jumlah_penduduk')->nullable();
$table->integer('data_tahun')->nullable();
$table->float('phbs')->nullable();
$table->float('imunisasi_pcv_1')->nullable();
$table->float('imunisasi_pcv_2')->nullable();
$table->float('rata_rata_imunisasi')->nullable();
$table->float('perilaku_merokok')->nullable();
$table->float('data_kasus')->nullable();
$table->string('latitude')->nullable();
$table->string('longitude')->nullable();
$table->string('status_prediksi')->nullable();
$table->integer('prediksi_tahun')->nullable(); // <--- tambahkan ini
$table->timestamps();
});
}
public function down()
{
Schema::dropIfExists('data_uji');
}
};

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<?php
namespace Database\Seeders;
// use Illuminate\Database\Console\Seeds\WithoutModelEvents;
use Illuminate\Database\Seeder;
class DatabaseSeeder extends Seeder
{
/**
* Seed the application's database.
*/
public function run(): void
{
// \App\Models\User::factory(10)->create();
// \App\Models\User::factory()->create([
// 'name' => 'Test User',
// 'email' => 'test@example.com',
// ]);
}
}

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<?php
namespace Database\Seeders;
use Illuminate\Database\Seeder;
use Illuminate\Support\Facades\DB;
class KabupatenSeeder extends Seeder
{
public function run(): void
{
$data = [
['nama' => 'Arjasa', 'latitude' => -7.844188, 'longitude' => 114.108262],
['nama' => 'Asembagus', 'latitude' => -7.888022, 'longitude' => 114.215273],
['nama' => 'Banyuglugur', 'latitude' => -7.751571, 'longitude' => 113.632367],
['nama' => 'Banyuputih', 'latitude' => -7.857707, 'longitude' => 114.381681],
['nama' => 'Besuki', 'latitude' => -7.736798, 'longitude' => 113.689003],
['nama' => 'Bungatan', 'latitude' => -7.698725, 'longitude' => 113.846575],
['nama' => 'Jangkar', 'latitude' => -7.732070, 'longitude' => 114.210320],
['nama' => 'Jatibanteng', 'latitude' => -7.830000, 'longitude' => 113.656172],
['nama' => 'Kapongan', 'latitude' => -7.704792, 'longitude' => 114.084478],
['nama' => 'Kendit', 'latitude' => -7.736181, 'longitude' => 113.894165],
['nama' => 'Mangaran', 'latitude' => -7.627247, 'longitude' => 114.036907],
['nama' => 'Mlandingan', 'latitude' => -7.787493, 'longitude' => 113.793031],
['nama' => 'Panarukan', 'latitude' => -7.691727, 'longitude' => 113.965541],
['nama' => 'Panji', 'latitude' => -7.707615, 'longitude' => 114.036907],
['nama' => 'Situbondo', 'latitude' => -7.705053, 'longitude' => 113.995278],
['nama' => 'Suboh', 'latitude' => -7.760762, 'longitude' => 113.733532],
['nama' => 'Sumber Malang', 'latitude' => -7.890087, 'longitude' => 113.679976],
];
DB::table('kabupatens')->insert($data);
}
}

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<?php
namespace Database\Seeders;
use Illuminate\Database\Seeder;
use Illuminate\Support\Facades\DB;
use Carbon\Carbon;
class KasusSeeder extends Seeder
{
public function run(): void
{
$data = [
['bulan' => 'Januari', 'jumlah_kasus' => 151, 'tahun' => 2024],
['bulan' => 'Februari', 'jumlah_kasus' => 199, 'tahun' => 2024],
['bulan' => 'Maret', 'jumlah_kasus' => 183, 'tahun' => 2024],
['bulan' => 'April', 'jumlah_kasus' => 197, 'tahun' => 2024],
['bulan' => 'Mei', 'jumlah_kasus' => 177, 'tahun' => 2024],
['bulan' => 'Juni', 'jumlah_kasus' => 183, 'tahun' => 2024],
['bulan' => 'Juli', 'jumlah_kasus' => 206, 'tahun' => 2024],
['bulan' => 'Agustus', 'jumlah_kasus' => 187, 'tahun' => 2024],
['bulan' => 'September', 'jumlah_kasus' => 183, 'tahun' => 2024],
['bulan' => 'Oktober', 'jumlah_kasus' => 203, 'tahun' => 2024],
['bulan' => 'November', 'jumlah_kasus' => 181, 'tahun' => 2024],
['bulan' => 'Desember', 'jumlah_kasus' => 195, 'tahun' => 2024],
['bulan' => 'Januari', 'jumlah_kasus' => 148, 'tahun' => 2023],
['bulan' => 'Februari', 'jumlah_kasus' => 178, 'tahun' => 2023],
['bulan' => 'Maret', 'jumlah_kasus' => 177, 'tahun' => 2023],
['bulan' => 'April', 'jumlah_kasus' => 168, 'tahun' => 2023],
['bulan' => 'Mei', 'jumlah_kasus' => 235, 'tahun' => 2023],
['bulan' => 'Juni', 'jumlah_kasus' => 217, 'tahun' => 2023],
['bulan' => 'Juli', 'jumlah_kasus' => 218, 'tahun' => 2023],
['bulan' => 'Agustus', 'jumlah_kasus' => 202, 'tahun' => 2023],
['bulan' => 'September', 'jumlah_kasus' => 188, 'tahun' => 2023],
['bulan' => 'Oktober', 'jumlah_kasus' => 152, 'tahun' => 2023],
['bulan' => 'November', 'jumlah_kasus' => 130, 'tahun' => 2023],
['bulan' => 'Desember', 'jumlah_kasus' => 143, 'tahun' => 2023],
];
foreach ($data as $item) {
DB::table('kasus')->insert([
'bulan' => $item['bulan'],
'jumlah_kasus' => $item['jumlah_kasus'],
'tahun' => $item['tahun'],
'created_at' => Carbon::now(),
'updated_at' => Carbon::now(),
]);
}
}
}

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<?php
namespace Database\Seeders;
use Illuminate\Database\Seeder;
use Illuminate\Support\Facades\DB;
use Illuminate\Support\Facades\Hash;
use Faker\Factory as Faker;
class UserSeeder extends Seeder
{
/**
* Run the database seeds.
*/
public function run(): void
{
DB::table('users')->truncate();
// Admin User
DB::table('users')->updateOrInsert(
['email' => 'admin@example.com'], // Jika email ini ada, update datanya
[
'name' => 'Admin User',
'password' => Hash::make('password'),
]
);
}
}

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2624
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18
package.json Normal file
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{
"private": true,
"type": "module",
"scripts": {
"dev": "vite",
"build": "vite build"
},
"devDependencies": {
"@tailwindcss/forms": "^0.5.2",
"alpinejs": "^3.4.2",
"autoprefixer": "^10.4.2",
"axios": "^1.6.4",
"laravel-vite-plugin": "^1.0.0",
"postcss": "^8.4.31",
"tailwindcss": "^3.1.0",
"vite": "^5.0.0"
}
}

32
phpunit.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<phpunit xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:noNamespaceSchemaLocation="vendor/phpunit/phpunit/phpunit.xsd"
bootstrap="vendor/autoload.php"
colors="true"
>
<testsuites>
<testsuite name="Unit">
<directory>tests/Unit</directory>
</testsuite>
<testsuite name="Feature">
<directory>tests/Feature</directory>
</testsuite>
</testsuites>
<source>
<include>
<directory>app</directory>
</include>
</source>
<php>
<env name="APP_ENV" value="testing"/>
<env name="BCRYPT_ROUNDS" value="4"/>
<env name="CACHE_DRIVER" value="array"/>
<!-- <env name="DB_CONNECTION" value="sqlite"/> -->
<!-- <env name="DB_DATABASE" value=":memory:"/> -->
<env name="MAIL_MAILER" value="array"/>
<env name="PULSE_ENABLED" value="false"/>
<env name="QUEUE_CONNECTION" value="sync"/>
<env name="SESSION_DRIVER" value="array"/>
<env name="TELESCOPE_ENABLED" value="false"/>
</php>
</phpunit>

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postcss.config.js Normal file
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export default {
plugins: {
tailwindcss: {},
autoprefixer: {},
},
};

21
public/.htaccess Normal file
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<IfModule mod_rewrite.c>
<IfModule mod_negotiation.c>
Options -MultiViews -Indexes
</IfModule>
RewriteEngine On
# Handle Authorization Header
RewriteCond %{HTTP:Authorization} .
RewriteRule .* - [E=HTTP_AUTHORIZATION:%{HTTP:Authorization}]
# Redirect Trailing Slashes If Not A Folder...
RewriteCond %{REQUEST_FILENAME} !-d
RewriteCond %{REQUEST_URI} (.+)/$
RewriteRule ^ %1 [L,R=301]
# Send Requests To Front Controller...
RewriteCond %{REQUEST_FILENAME} !-d
RewriteCond %{REQUEST_FILENAME} !-f
RewriteRule ^ index.php [L]
</IfModule>

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