docs: update backtesting research, optimizer, ADX and visual analysis

tests/dam_test.py

@@ -0,0 +1,46 @@
+# dam_test.py
+"""
+Script para probar el optimizador de parámetros
+"""
+import os
+import sys
+from dotenv import load_dotenv
+from pathlib import Path
+
+# Añadir raíz del proyecto al path
+sys.path.insert(0, str(Path(__file__).parent.parent))
+
+from src.data.storage import StorageManager
+
+def setup_environment():
+    """Carga variables de entorno"""
+    env_path = Path(__file__).parent.parent / 'config' / 'secrets.env'
+    load_dotenv(dotenv_path=env_path)
+
+def dam_test():
+    # Setup
+    setup_environment()
+    
+    # Cargar datos
+    storage = StorageManager(
+        db_host=os.getenv('DB_HOST'),
+        db_port=int(os.getenv('DB_PORT', 5432)),
+        db_name=os.getenv('DB_NAME'),
+        db_user=os.getenv('DB_USER'),
+        db_password=os.getenv('DB_PASSWORD'),
+    )
+
+    data = storage.load_ohlcv(
+        symbol='BTC/USDT',
+        timeframe='1h',
+        start_date=None,
+        end_date=None,
+        use_cache=False
+    )
+
+    print(data.columns)
+
+    print(data[['close', 'adx']].tail(10))
+
+if __name__ == "__main__":
+    dam_test()