132 lines
4.9 KiB
PHP
132 lines
4.9 KiB
PHP
<?php
|
|
|
|
namespace App\Services;
|
|
|
|
use App\Enums\StatusVerifikasiWajah;
|
|
use Illuminate\Support\Facades\DB;
|
|
use Illuminate\Support\Facades\Log;
|
|
use Illuminate\Support\Facades\Http;
|
|
use Illuminate\Http\UploadedFile;
|
|
use Illuminate\Support\Facades\Storage;
|
|
use App\Jobs\ProcessFaceEnrollment;
|
|
|
|
class FaceRecognitionService
|
|
{
|
|
private function getFlaskUrl(): string
|
|
{
|
|
return config('services.flask.url', 'http://127.0.0.1:5000');
|
|
}
|
|
|
|
private function getFlaskHeaders(): array
|
|
{
|
|
return [
|
|
'X-API-Key' => config('services.flask.api_key', ''),
|
|
];
|
|
}
|
|
|
|
public function enrollFace($userId, UploadedFile $video)
|
|
{
|
|
$user = DB::table('users')->where('id', $userId)->first();
|
|
if (!$user) {
|
|
throw new \Exception('User tidak ditemukan.', 404);
|
|
}
|
|
|
|
$existing = DB::table('data_wajah')->where('id_user', $userId)->first();
|
|
if ($existing && $existing->is_verified == StatusVerifikasiWajah::APPROVED) {
|
|
$modelPath = "face_models/user_{$userId}_svm.pkl";
|
|
if (Storage::disk('local')->exists($modelPath)) {
|
|
throw new \Exception('Wajah Anda sudah terverifikasi. Hubungi HRD untuk reset.', 400);
|
|
}
|
|
Log::warning("User {$userId} is_verified=APPROVED tapi model SVM hilang, izinkan re-enrollment.");
|
|
}
|
|
|
|
$videoStoragePath = "face_videos/{$userId}";
|
|
|
|
if (Storage::disk('local')->exists($videoStoragePath)) {
|
|
Storage::disk('local')->deleteDirectory($videoStoragePath);
|
|
}
|
|
Storage::disk('local')->makeDirectory($videoStoragePath);
|
|
|
|
$video->storeAs($videoStoragePath, 'enrollment.mp4', 'local');
|
|
|
|
DB::table('data_wajah')->updateOrInsert(
|
|
['id_user' => $userId],
|
|
[
|
|
'path_model_yml' => null,
|
|
'path_model_pkl' => null,
|
|
'path_scaler_pkl' => null,
|
|
'path_video' => "{$videoStoragePath}/enrollment.mp4",
|
|
'jumlah_frame' => null,
|
|
'is_verified' => StatusVerifikasiWajah::PENDING,
|
|
'last_updated' => now(),
|
|
]
|
|
);
|
|
|
|
DB::table('users')
|
|
->where('id', $userId)
|
|
->update(['is_face_registered' => 1]);
|
|
|
|
ProcessFaceEnrollment::dispatch($userId, $videoStoragePath);
|
|
|
|
return [
|
|
'status' => true,
|
|
'message' => 'Video wajah berhasil dikirim. Proses ekstraksi sedang berjalan. Setelah selesai, HRD akan memverifikasi data wajah Anda.',
|
|
];
|
|
}
|
|
|
|
/**
|
|
* Verifikasi wajah menggunakan video pendek (3 detik) atau foto.
|
|
* File dikirim ke Flask ML API untuk diproses.
|
|
*/
|
|
public function verifyFace($userId, UploadedFile $file)
|
|
{
|
|
$isVideo = str_starts_with($file->getMimeType() ?? '', 'video/');
|
|
|
|
$response = Http::timeout(120)
|
|
->withHeaders($this->getFlaskHeaders())
|
|
->attach(
|
|
'file',
|
|
fopen($file->getRealPath(), 'r'),
|
|
$isVideo ? 'verify.mp4' : 'verify.jpg'
|
|
)
|
|
->post($this->getFlaskUrl() . '/verify-face', [
|
|
'user_id' => (string) $userId,
|
|
'is_video' => $isVideo ? 'true' : 'false',
|
|
]);
|
|
|
|
if (!$response->successful()) {
|
|
$body = $response->json();
|
|
$msg = $body['message'] ?? 'Flask ML API tidak merespons.';
|
|
Log::error("[FaceVerify] Flask error (user {$userId}): HTTP {$response->status()} - {$msg}");
|
|
throw new \Exception("Proses verifikasi gagal di server. {$msg}");
|
|
}
|
|
|
|
$output = $response->json();
|
|
|
|
if (!$output || !isset($output['status'])) {
|
|
Log::error("[FaceVerify] Output Flask tidak valid (user {$userId}): " . $response->body());
|
|
throw new \Exception("Respons verifikasi tidak valid. Coba beberapa saat lagi.");
|
|
}
|
|
|
|
if ($output['status'] === 'error') {
|
|
throw new \Exception($output['message'] ?? 'Unknown error');
|
|
}
|
|
|
|
return [
|
|
'verified' => ($output['match'] ?? false) === true,
|
|
'confidence' => $output['confidence'] ?? null,
|
|
'svm_df' => $output['svm_df'] ?? null,
|
|
'verification_status' => $output['verification_status'] ?? 'UNKNOWN',
|
|
'blur_score' => $output['blur_score'] ?? null,
|
|
'frames_total' => $output['frames_total'] ?? null,
|
|
'frames_approved' => $output['frames_approved'] ?? null,
|
|
'frames_pending' => $output['frames_pending'] ?? null,
|
|
'frames_rejected' => $output['frames_rejected'] ?? null,
|
|
'approved_ratio' => $output['approved_ratio'] ?? null,
|
|
'predicted_user' => $output['predicted_user'] ?? null,
|
|
'expected_user' => $output['expected_user'] ?? null,
|
|
'message' => $output['message'] ?? null,
|
|
];
|
|
}
|
|
}
|