init

run_demo.py

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+#!/usr/bin/env python
+import asyncio
+import logging
+from main import live_trading, setup_logging
+
+# Set up logging
+setup_logging()
+logger = logging.getLogger(__name__)
+
+async def main():
+    """Run a simplified demo trading session with mock data"""
+    logger.info("Starting simplified demo trading session")
+    
+    # Run live trading in demo mode with simplified parameters
+    await live_trading(
+        symbol="ETH/USDT",
+        timeframe="1m",
+        model_path="models/trading_agent_best_pnl.pt",
+        demo=True,
+        initial_balance=1000,
+        update_interval=10,  # Update every 10 seconds for faster feedback
+        max_position_size=0.1,
+        risk_per_trade=0.02,
+        stop_loss_pct=0.02,
+        take_profit_pct=0.04,
+    )
+
+if __name__ == "__main__":
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        logger.info("Demo trading stopped by user")
+    except Exception as e:
+        logger.error(f"Error in demo trading: {e}")