to flask

app/Http/Controllers/FaceApprovalController.php

@@ -12,6 +12,7 @@
 use App\Jobs\RetrainAllModels;
 use App\Jobs\MigrateExistingEmbeddings;
 use Illuminate\Http\Request;
+use Illuminate\Support\Facades\Http;
 use Illuminate\Support\Facades\Storage;
 
 class FaceApprovalController extends Controller
@@ -45,18 +46,14 @@ public function index(Request $request)
         $users = $query->get();
 
         $users->each(function ($user) {
-            $datasetPath = "face_datasets/{$user->id}";
+            $dw = $user->dataWajah;
             $frameList = [];
 
-            if (Storage::disk('local')->exists($datasetPath)) {
+            if ($dw && $dw->jumlah_frame > 0) {
-                $files = Storage::disk('local')->files($datasetPath);
+                for ($i = 0; $i < $dw->jumlah_frame; $i++) {
-                foreach ($files as $file) {
+                    $frameList[] = sprintf("face_datasets/%d/frame_%03d.jpg", $user->id, $i);
-                    if (preg_match('/\/frame_\d+\.jpg$/', $file)) {
-                        $frameList[] = $file;
                 }
             }
-                sort($frameList);
-            }
 
             $user->face_frames = $frameList;
             $user->face_frame_count = count($frameList);
@@ -80,9 +77,9 @@ public function approve($id)
             return redirect()->back()->with('error', 'Data wajah belum tersedia.');
         }
 
-        $datasetPath = Storage::disk('local')->path("face_datasets/{$user->id}");
+        $jumlahFrame = $user->dataWajah->jumlah_frame ?? 0;
-        if (!file_exists($datasetPath) || count(glob("$datasetPath/frame_*.jpg")) < 50) {
+        if ($jumlahFrame < 50) {
-            return redirect()->back()->with('error', 'Dataset wajah belum cukup (minimal 50 frame). Pastikan proses extract frames sudah selesai.');
+            return redirect()->back()->with('error', "Dataset wajah belum cukup ({$jumlahFrame} frame, minimal 50). Pastikan proses extract frames sudah selesai.");
         }
 
         $user->dataWajah->update(['is_verified' => StatusVerifikasiWajah::APPROVED]);
@@ -159,6 +156,22 @@ public function reset($id)
 
     public function showFrame($userId, $frameIndex)
     {
+        try {
+            $response = Http::timeout(15)
+                ->withHeaders([
+                    'X-API-Key' => config('services.flask.api_key'),
+                ])
+                ->get(config('services.flask.url') . "/get-frame/{$userId}/{$frameIndex}");
+
+            if ($response->successful()) {
+                return response($response->body(), 200)
+                    ->header('Content-Type', 'image/jpeg')
+                    ->header('Cache-Control', 'public, max-age=86400');
+            }
+        } catch (\Exception $e) {
+            // Fallback ke storage lokal
+        }
+
         $rawFilePath = "face_datasets/{$userId}/raw_frame_{$frameIndex}.jpg";
         $filePath = "face_datasets/{$userId}/frame_{$frameIndex}.jpg";
 
@@ -186,6 +199,16 @@ public function showPhoto($userId, $pose)
 
     private function cleanupUserFaceData($userId)
     {
+        try {
+            Http::timeout(15)
+                ->withHeaders([
+                    'X-API-Key' => config('services.flask.api_key'),
+                ])
+                ->delete(config('services.flask.url') . "/delete-frames/{$userId}");
+        } catch (\Exception $e) {
+            \Illuminate\Support\Facades\Log::warning("Gagal hapus frame di Flask untuk user {$userId}: " . $e->getMessage());
+        }
+
         $paths = [
             "face_datasets/{$userId}",
             "face_videos/{$userId}",

app/Jobs/ReextractAllFrames.php

@@ -50,12 +50,7 @@ public function handle(): void
             $userId = $data->id_user;
             $current++;
 
-            $frameDir = Storage::disk('local')->path("face_datasets/{$userId}");
+            $existingFrames = $data->jumlah_frame ?? 0;
-            $existingFrames = 0;
-
-            if (is_dir($frameDir)) {
-                $existingFrames = count(glob($frameDir . '/frame_*.jpg'));
-            }
 
             if ($existingFrames >= 50) {
                 Log::info("User {$userId}: sudah punya {$existingFrames} frame. Skip extract.");