Merge branch 'main' of https://github.com/mhilya/sista_mif_ta

fastapi/app/main.py

@@ -23,9 +23,13 @@ from filelock import FileLock, Timeout
 # ──────────────────────────────────────────────────────────────
 BASE_DIR = Path(__file__).parent.parent
 ML_DIR = BASE_DIR / "ml_assets"
+DATA_DIR = BASE_DIR.parent / "data"
+KETERANGAN_PATH = DATA_DIR / "keterangan_ts_kemendiktisaintek.csv"
+COORDS_PATH = DATA_DIR / "kabupaten_coords.json"
 PIPELINE_PATH  = ML_DIR / "ml_pipeline_internal.pkl"
 STATUS_PATH    = ML_DIR / "retrain_status.json"
 LOCK_PATH      = ML_DIR / "retrain_status.lock"
+METRICS_PATH   = ML_DIR / "metrics_internal_only.json"
 RETRAIN_WORKER = Path(__file__).parent / "retrain_worker.py"
 TEMP_DIR       = ML_DIR / "tmp"
 TEMP_DIR.mkdir(parents=True, exist_ok=True)
@@ -237,6 +241,40 @@ def retrain_status():
     except Exception:
         return JSONResponse(content={"stage": "unknown", "message": "Status tidak terbaca."})
 
+@app.get("/api/v1/metrics/internal", dependencies=[Depends(verify_token)])
+def get_internal_metrics():
+    if not METRICS_PATH.exists():
+        return JSONResponse(status_code=404, content={"status": "error", "message": "Metrics file not found"})
+    try:
+        data = json.loads(METRICS_PATH.read_text(encoding="utf-8"))
+        return JSONResponse(content=data)
+    except Exception as e:
+        logger.error(f"Failed to read metrics: {e}")
+        return JSONResponse(status_code=500, content={"status": "error", "message": "Failed to read metrics"})
+
+from fastapi.responses import Response
+
+@app.get("/api/v1/data/keterangan", dependencies=[Depends(verify_token)])
+def get_keterangan_csv():
+    if not KETERANGAN_PATH.exists():
+        return JSONResponse(status_code=404, content={"status": "error", "message": "CSV file not found"})
+    try:
+        return Response(content=KETERANGAN_PATH.read_bytes(), media_type="text/csv")
+    except Exception as e:
+        logger.error(f"Failed to read CSV: {e}")
+        return JSONResponse(status_code=500, content={"status": "error", "message": "Failed to read CSV"})
+
+@app.get("/api/v1/data/kabupaten_coords", dependencies=[Depends(verify_token)])
+def get_coords_json():
+    if not COORDS_PATH.exists():
+        return JSONResponse(status_code=404, content={"status": "error", "message": "Coords file not found"})
+    try:
+        data = json.loads(COORDS_PATH.read_text(encoding="utf-8"))
+        return JSONResponse(content=data)
+    except Exception as e:
+        logger.error(f"Failed to read coords: {e}")
+        return JSONResponse(status_code=500, content={"status": "error", "message": "Failed to read coords"})
+
 
 @app.post("/api/v1/retrain/reload", dependencies=[Depends(verify_token)])
 def reload_model():

sista_mif/app/Http/Controllers/InternalDataController.php

@@ -101,11 +101,7 @@ public function index(Request $request)
             'map_lokasi' => $chartLokasi,
         ];
 
-        $metricsPath = base_path('../fastapi/ml_assets/metrics_internal_only.json');
-        $mlMetrics = null;
-        if (file_exists($metricsPath)) {
-            $mlMetrics = json_decode(file_get_contents($metricsPath), true);
-        }
+        $mlMetrics = app(\App\Services\FastApiWorkerService::class)->getInternalMetrics();
 
         $manualOverrideCount = ClassificationResult::where('source_type', 'internal_mif')
             ->where('status', 'manual_override')

sista_mif/app/Http/Controllers/KemendikDataController.php

@@ -14,16 +14,20 @@ public function index()
             'total_kemendik' => KemendikRawData::count(),
         ];
 
-        $keteranganPath = base_path('../data/keterangan_ts_kemendiktisaintek.csv');
         $keterangan = [];
-        if (file_exists($keteranganPath)) {
-            $lines = file($keteranganPath);
+        $csvText = app(\App\Services\FastApiWorkerService::class)->getKemendikKeteranganCsv();
+        
+        if ($csvText) {
+            $lines = explode("\n", trim($csvText));
             if (count($lines) > 0) {
                 $rawHeaders = str_getcsv(trim($lines[0]), ';');
                 $headers = array_map('trim', $rawHeaders);
                 
                 for ($i = 1; $i < count($lines); $i++) {
-                    $row = str_getcsv(trim($lines[$i]), ';');
+                    $rowStr = trim($lines[$i]);
+                    if ($rowStr === '') continue;
+                    
+                    $row = str_getcsv($rowStr, ';');
                     foreach ($headers as $index => $header) {
                         $val = trim($row[$index] ?? '');
                         if ($val !== '') {
@@ -75,8 +79,7 @@ public function index()
         }, ['< 2 Juta' => 0, '2 - 4 Juta' => 0, '4 - 6 Juta' => 0, '> 6 Juta' => 0]);
         $chartPendapatan = array_filter($chartPendapatan); 
 
-        $coordsPath = base_path('../data/kabupaten_coords.json');
-        $kabupatenCoords = file_exists($coordsPath) ? json_decode(file_get_contents($coordsPath), true) : [];
+        $kabupatenCoords = app(\App\Services\FastApiWorkerService::class)->getKabupatenCoords() ?? [];
 
         $charts = [
             'status' => collect($statusCounts),

sista_mif/app/Services/FastApiWorkerService.php

@@ -172,4 +172,61 @@ public function reloadModel(): array
             return ['error' => "Kesalahan sistem internal: {$e->getMessage()}"];
         }
     }
+
+    /**
+     * Ambil data metrics internal ML dari FastAPI
+     */
+    public function getInternalMetrics(): ?array
+    {
+        try {
+            $response = $this->getClient(5)->get($this->baseUrl . '/api/v1/metrics/internal');
+
+            if ($response->successful()) {
+                return $response->json();
+            }
+
+            if ($response->status() !== 404) {
+                Log::warning("FastAPI Metrics Error: HTTP {$response->status()} | {$response->body()}");
+            }
+            return null;
+        } catch (ConnectionException $e) {
+            Log::warning("FastAPI Metrics Connection Error: {$e->getMessage()}");
+            return null;
+        } catch (\Exception $e) {
+            Log::error("FastAPI Metrics System Error: {$e->getMessage()}");
+            return null;
+        }
+    }
+
+    /**
+     * Ambil data CSV keterangan Kemendikbud dari FastAPI
+     */
+    public function getKemendikKeteranganCsv(): ?string
+    {
+        try {
+            $response = $this->getClient(5)->get($this->baseUrl . '/api/v1/data/keterangan');
+            if ($response->successful()) {
+                return $response->body();
+            }
+            return null;
+        } catch (\Exception $e) {
+            return null;
+        }
+    }
+
+    /**
+     * Ambil data JSON koordinat kabupaten dari FastAPI
+     */
+    public function getKabupatenCoords(): ?array
+    {
+        try {
+            $response = $this->getClient(5)->get($this->baseUrl . '/api/v1/data/kabupaten_coords');
+            if ($response->successful()) {
+                return $response->json();
+            }
+            return null;
+        } catch (\Exception $e) {
+            return null;
+        }
+    }
 }