init backend presensi

2026-03-05 14:37:36 +07:00
commit b4fda6b9c9
319 changed files with 27261 additions and 0 deletions
--- a/app/Modules/Attendance/Controllers/FaceVerifyController.php
+++ b/app/Modules/Attendance/Controllers/FaceVerifyController.php
@@ -0,0 +1,105 @@
+<?php
+
+namespace App\Modules\Attendance\Controllers;
+
+use App\Core\BaseApiController;
+use App\Modules\Face\Models\StudentFaceModel;
+use App\Modules\Face\Services\FaceService;
+use CodeIgniter\HTTP\ResponseInterface;
+
+/**
+ * FaceVerifyController
+ *
+ * POST /api/attendance/verify-face
+ * Body: { "student_id": 123, "image": "data:image/jpeg;base64,..." }
+ *
+ * Strategi: Option 1 — bandingkan probe hanya dengan embedding milik student_id kandidat.
+ */
+class FaceVerifyController extends BaseApiController
+{
+    public function verify(): ResponseInterface
+    {
+        $payload   = $this->request->getJSON(true) ?? [];
+        $studentId = (int) ($payload['student_id'] ?? 0);
+        $imageData = (string) ($payload['image'] ?? '');
+
+        if ($studentId < 1) {
+            return $this->errorResponse('student_id wajib diisi', null, null, ResponseInterface::HTTP_UNPROCESSABLE_ENTITY);
+        }
+        if ($imageData === '') {
+            return $this->errorResponse('image (base64) wajib diisi', null, null, ResponseInterface::HTTP_UNPROCESSABLE_ENTITY);
+        }
+
+        $tmpFile = tempnam(sys_get_temp_dir(), 'probe_');
+
+        try {
+            $raw = $this->decodeBase64Image($imageData);
+            if ($raw === null) {
+                throw new \RuntimeException('Format gambar tidak valid (harus base64)');
+            }
+            file_put_contents($tmpFile, $raw);
+
+            $faceService = new FaceService();
+            $probe       = $faceService->extractEmbeddingWithQuality($tmpFile)['embedding'];
+
+            $faceModel = new StudentFaceModel();
+            $rows      = $faceModel->where('student_id', $studentId)->findAll();
+            if (empty($rows)) {
+                return $this->errorResponse('Belum ada embedding wajah untuk siswa ini', null, null, ResponseInterface::HTTP_NOT_FOUND);
+            }
+
+            $bestSim    = -1.0;
+            $bestSource = null;
+
+            foreach ($rows as $row) {
+                $embedding = json_decode($row['embedding'] ?? '[]', true);
+                if (! is_array($embedding) || $embedding === []) {
+                    continue;
+                }
+                $sim = $faceService->cosineSimilarity($probe, array_map('floatval', $embedding));
+                if ($sim > $bestSim) {
+                    $bestSim    = $sim;
+                    $bestSource = $row['source'] ?? null;
+                }
+            }
+
+            if ($bestSim < 0) {
+                return $this->errorResponse('Tidak ada embedding valid untuk siswa ini', null, null, ResponseInterface::HTTP_INTERNAL_SERVER_ERROR);
+            }
+
+            $threshold = $faceService->getDefaultThreshold();
+            $status    = $bestSim >= $threshold ? 'match' : 'no_match';
+
+            $data = [
+                'student_id'    => $studentId,
+                'similarity'    => $bestSim,
+                'threshold'     => $threshold,
+                'matched_source'=> $bestSource,
+                'status'        => $status,
+            ];
+
+            return $this->successResponse($data, 'Face verification processed');
+        } catch (\Throwable $e) {
+            return $this->errorResponse('Gagal verifikasi wajah: ' . $e->getMessage(), null, null, ResponseInterface::HTTP_INTERNAL_SERVER_ERROR);
+        } finally {
+            if (is_file($tmpFile)) {
+                @unlink($tmpFile);
+            }
+        }
+    }
+
+    protected function decodeBase64Image(string $input): ?string
+    {
+        $input = trim($input);
+        if ($input === '') {
+            return null;
+        }
+        if (strpos($input, 'base64,') !== false) {
+            $parts = explode('base64,', $input, 2);
+            $input = $parts[1];
+        }
+        $data = base64_decode($input, true);
+        return $data === false ? null : $data;
+    }
+}
+