没有入场信号

freqtrade/templates/freqaiprimer.py

@@ -386,6 +386,43 @@ class FreqaiPrimer(IStrategy):
             logger.info(f"[{metadata['pair']}] 触发出场信号数量: {dataframe['exit_long'].sum()}")
         
         return dataframe
+
+    def populate_entry_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
+        # 入场信号主要依据1小时周期
+        # 条件1: 价格接近布林带下轨
+        close_to_bb_lower_1h = (dataframe['close'] <= dataframe['bb_lower_1h'] * 1.02)
+        
+        # 条件2: RSI 不高于阈值
+        rsi_condition_1h = dataframe['rsi_1h'] < self.rsi_oversold
+        
+        # 条件3: StochRSI 处于超卖区域
+        stochrsi_condition_1h = (dataframe['stochrsi_k_1h'] < 20) & (dataframe['stochrsi_d_1h'] < 20)
+        
+        # 条件4: MACD 上升趋势
+        macd_condition_1h = dataframe['macd_1h'] > dataframe['macd_signal_1h']
+        
+        # 辅助条件: 3m 和 15m 趋势确认
+        trend_confirmation = (dataframe['trend_3m'] == 1) & (dataframe['trend_15m'] == 1)
+        
+        # 合并所有条件
+        final_condition = close_to_bb_lower_1h & rsi_condition_1h & stochrsi_condition_1h & macd_condition_1h & trend_confirmation
+        
+        # 设置入场信号
+        dataframe.loc[final_condition, 'enter_long'] = 1
+        
+        # 增强调试信息
+        logger.info(f"[{metadata['pair']}] 入场条件检查:")
+        logger.info(f"  - 价格接近布林带下轨: {close_to_bb_lower_1h.sum()} 次")
+        logger.info(f"  - RSI 超卖: {rsi_condition_1h.sum()} 次")
+        logger.info(f"  - StochRSI 超卖: {stochrsi_condition_1h.sum()} 次")
+        logger.info(f"  - MACD 上升趋势: {macd_condition_1h.sum()} 次")
+        logger.info(f"  - 趋势确认: {trend_confirmation.sum()} 次")
+        
+        # 日志记录
+        if dataframe['enter_long'].sum() > 0:
+            logger.info(f"[{metadata['pair']}] 发现入场信号数量: {dataframe['enter_long'].sum()}")
+        
+        return dataframe
         # 缓存数据框以便在trailing_stop_positive属性中使用
         self._dataframe_cache = dataframe