[2025-09-03 04:57:58] No trained ML model found (trading_model.pkl missing). Returning NO_SIGNAL. [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ML Signal: NO_SIGNAL (Confidence: 0.00) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Checking Scalping strategy conditions... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ATR: 0.44 (Threshold: 0.7) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Processing candle 484/1000 (Price: 843.76) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for candle 484... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for BNB/USDT (1m, Scalping, backtest mode). [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Fetching ML prediction for current data point... [2025-09-03 04:57:58] No trained ML model found (trading_model.pkl missing). Returning NO_SIGNAL. [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ML Signal: NO_SIGNAL (Confidence: 0.00) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Checking Scalping strategy conditions... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ATR: 0.45 (Threshold: 0.7) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Processing candle 485/1000 (Price: 843.83) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for candle 485... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for BNB/USDT (1m, Scalping, backtest mode). [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Fetching ML prediction for current data point... [2025-09-03 04:57:58] No trained ML model found (trading_model.pkl missing). Returning NO_SIGNAL. [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ML Signal: NO_SIGNAL (Confidence: 0.00) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Checking Scalping strategy conditions... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - ATR: 0.40 (Threshold: 0.7) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Processing candle 486/1000 (Price: 843.88) [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for candle 486... [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Evaluating signals for BNB/USDT (1m, Scalping, backtest mode). [2025-09-03 04:57:58] 2025-09-03 04:57:58 - Fetching ML prediction for current data point... [2025-09-03 04:57:58] No trained ML model found (trading_model.pkl missing). Returning NO_SIGNAL. สัญญาณ BUY ใน candle 498:Log แสดง [2025-09-03 04:57:58] - BUY signal detected on Binance at price 847.64 (Strategy: Scalping). Signals: Price > VWAP + 0.3%, Price > EMA Fast นี่แสดงว่าโค้ดสามารถสร้างสัญญาณได้เมื่อ ATR เกิน threshold และตัวชี้วัดอื่น (VWAP, EMA) เข้าเงื่อนไข แต่ error เกิดขึ้นก่อนที่ position จะถูกเปิด เนื่องจาก KeyError: 'vma'