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backend/scraper.py

@@ -15,17 +15,18 @@ os.makedirs("data", exist_ok=True)
 
 
 def setup_kaggle_api():
-    """Auth Kaggle API từ environment variable."""
+    """Auth Kaggle API từ environment variable (HF Secrets)."""
     from kaggle.api.kaggle_api_extended import KaggleApi
 
+    # Lấy token từ env var (HF Space secrets)
     token = os.getenv("KAGGLE_API_TOKEN")
     if not token:
         raise ValueError("KAGGLE_API_TOKEN environment variable not set!")
 
-    # Set environment variables TRƯỚC khi tạo API
+    # Set environment variables cho Kaggle API
     token_value = token.split('_')[1] if '_' in token else token
     os.environ['KAGGLE_KEY'] = token_value
-    os.environ['KAGGLE_USERNAME'] = 'johnsontrann'  # Username Kaggle của bạn
+    os.environ['KAGGLE_USERNAME'] = 'johnsontrann'
 
     api = KaggleApi()
     api.authenticate()