Local changes: Updated model training, removed debug instrumentation, and configuration improvements

tests/unit/strategies/test_macd_strategy.py

@@ -0,0 +1,45 @@
+"""Tests for MACD strategy."""
+
+import pytest
+import pandas as pd
+from src.strategies.technical.macd_strategy import MACDStrategy
+
+
+class TestMACDStrategy:
+    """Tests for MACDStrategy."""
+    
+    @pytest.fixture
+    def strategy(self):
+        """Create MACD strategy instance."""
+        return MACDStrategy(
+            strategy_id=1,
+            name="test_macd",
+            symbol="BTC/USD",
+            timeframe="1h",
+            parameters={
+                "fast_period": 12,
+                "slow_period": 26,
+                "signal_period": 9
+            }
+        )
+    
+    @pytest.mark.asyncio
+    async def test_macd_strategy_initialization(self, strategy):
+        """Test MACD strategy initialization."""
+        assert strategy.fast_period == 12
+        assert strategy.slow_period == 26
+        assert strategy.signal_period == 9
+    
+    @pytest.mark.asyncio
+    async def test_generate_signal(self, strategy):
+        """Test signal generation."""
+        # Create minimal data
+        data = pd.DataFrame({
+            'close': [100 + i * 0.1 for i in range(50)]
+        })
+        strategy.current_data = data
+        
+        signal = await strategy.generate_signal()
+        assert "signal" in signal
+        assert signal["signal"] in ["buy", "sell", "hold"]
+