update

backend/app/crypto_agent/crypto_agent.py

@@ -816,20 +816,29 @@ class CryptoAgent:
                             reason = result.get('message', '订单创建失败') if result else '订单创建失败'
                             logger.warning(f"   ⚠️  交易未执行: {reason}")
                 elif decision_type == 'CLOSE':
-                    await self._execute_close(paper_decision, paper_trading=True)
+                    close_success = await self._execute_close(paper_decision, current_price, paper_trading=True)
                     # CLOSE 操作也发送执行通知
+                    if close_success:
                         await self._send_signal_notification(market_signal, paper_decision, current_price, is_paper=True)
                         paper_executed = True
+                    else:
+                        logger.warning(f"   ⚠️ 平仓未成功执行，跳过通知")
                 elif decision_type == 'CANCEL_PENDING':
-                    await self._execute_cancel_pending(paper_decision, paper_trading=True)
+                    cancel_success = await self._execute_cancel_pending(paper_decision, paper_trading=True)
                     # CANCEL_PENDING 操作也发送执行通知
+                    if cancel_success:
                         await self._send_signal_notification(market_signal, paper_decision, current_price, is_paper=True)
                         paper_executed = True
+                    else:
+                        logger.warning(f"   ⚠️ 取消挂单未成功执行，跳过通知")
                 elif decision_type == 'REDUCE':
-                    await self._execute_reduce(paper_decision, paper_trading=True)
+                    reduce_success = await self._execute_reduce(paper_decision, paper_trading=True)
                     # REDUCE 操作也发送执行通知
+                    if reduce_success:
                         await self._send_signal_notification(market_signal, paper_decision, current_price, is_paper=True)
                         paper_executed = True
+                    else:
+                        logger.warning(f"   ⚠️ 减仓未成功执行，跳过通知")
 
         # ============================================================
         # 执行实盘交易决策
@@ -859,20 +868,29 @@ class CryptoAgent:
                             reason = result.get('message', '订单创建失败') if result else '订单创建失败'
                             logger.warning(f"   ⚠️  实盘交易未执行: {reason}")
                     elif decision_type == 'CLOSE':
-                        await self._execute_close(real_decision, paper_trading=False)
+                        close_success = await self._execute_close(real_decision, current_price, paper_trading=False)
                         # CLOSE 操作也发送执行通知
+                        if close_success:
                             await self._send_signal_notification(market_signal, real_decision, current_price, is_paper=False)
                             real_executed = True
+                        else:
+                            logger.warning(f"   ⚠️ 实盘平仓未成功执行，跳过通知")
                     elif decision_type == 'CANCEL_PENDING':
-                        await self._execute_cancel_pending(real_decision, paper_trading=False)
+                        cancel_success = await self._execute_cancel_pending(real_decision, paper_trading=False)
                         # CANCEL_PENDING 操作也发送执行通知
+                        if cancel_success:
                             await self._send_signal_notification(market_signal, real_decision, current_price, is_paper=False)
                             real_executed = True
+                        else:
+                            logger.warning(f"   ⚠️ 实盘取消挂单未成功执行，跳过通知")
                     elif decision_type == 'REDUCE':
-                        await self._execute_reduce(real_decision, paper_trading=False)
+                        reduce_success = await self._execute_reduce(real_decision, paper_trading=False)
                         # REDUCE 操作也发送执行通知
+                        if reduce_success:
                             await self._send_signal_notification(market_signal, real_decision, current_price, is_paper=False)
                             real_executed = True
+                        else:
+                            logger.warning(f"   ⚠️ 实盘减仓未成功执行，跳过通知")
 
         # 如果都没有执行，给出提示
         if not paper_executed and not real_executed:
@@ -1176,9 +1194,9 @@ class CryptoAgent:
 
             content = "\n".join(content_parts)
 
-            # 发送通知 - [决策] 发送到 crypto webhook
+            # 发送通知 - [决策] 发送到 paper_trading webhook（trading）
             if self.settings.feishu_enabled:
-                await self.feishu.send_card(title, content, color)
+                await self.feishu_paper.send_card(title, content, color)
             if self.settings.telegram_enabled:
                 # Telegram 使用文本格式
                 message = f"{title}\n\n{content}"
@@ -1483,42 +1501,102 @@ class CryptoAgent:
         except Exception as e:
             logger.error(f"执行实盘交易失败: {e}")
 
-    async def _execute_close(self, decision: Dict[str, Any], paper_trading: bool = True):
+    async def _execute_close(self, decision: Dict[str, Any], current_price: float, paper_trading: bool = True) -> bool:
         """执行平仓
 
         Args:
-            decision: 交易决策
+            decision: 交易决策（应包含 orders_to_close 字段）
+            current_price: 当前价格
             paper_trading: True=模拟交易, False=实盘交易
+
+        Returns:
+            是否成功执行平仓
         """
         try:
             symbol = decision.get('symbol')
+            orders_to_close = decision.get('orders_to_close', [])
 
             if paper_trading:
-                # 平仓
+                # 模拟交易平仓
                 if self.paper_trading:
-                    # TODO: 实现平仓逻辑
                     logger.info(f"   🔒 平仓: {symbol}")
                     logger.info(f"   理由: {decision.get('reasoning', '')}")
+
+                    # 如果决策中没有指定订单ID，则获取该交易对的所有活跃订单
+                    if not orders_to_close:
+                        logger.warning(f"   ⚠️ 决策中未指定 orders_to_close，将平仓 {symbol} 的所有持仓")
+                        active_orders = self.paper_trading.get_active_orders(symbol)
+                        orders_to_close = [o.get('order_id') for o in active_orders if o.get('status') in ('OPEN', 'FILLED', 'PENDING')]
+
+                    if not orders_to_close:
+                        logger.warning(f"   没有找到需要平仓的订单")
+                        return False
+
+                    logger.info(f"   待平仓订单: {orders_to_close}")
+
+                    closed_count = 0
+                    for order_id in orders_to_close:
+                        try:
+                            # 先获取订单信息
+                            order_info = self.paper_trading.get_order_by_id(order_id)
+                            if not order_info:
+                                logger.warning(f"   ❌ 订单不存在: {order_id}")
+                                continue
+
+                            status = order_info.get('status')
+
+                            if status == 'PENDING':
+                                # 取消挂单
+                                result = self.paper_trading.cancel_order(order_id)
+                                if result.get('success'):
+                                    logger.info(f"   ✅ 已取消挂单: {order_id}")
+                                    closed_count += 1
+                                else:
+                                    logger.warning(f"   ❌ 取消挂单失败: {order_id} - {result.get('message')}")
+                            elif status in ('OPEN', 'FILLED'):
+                                # 平仓已成交订单
+                                result = self.paper_trading.close_order_manual(order_id, current_price)
+                                if result:
+                                    logger.info(f"   ✅ 已平仓: {order_id} @ ${current_price}")
+                                    closed_count += 1
+                                else:
+                                    logger.warning(f"   ❌ 平仓失败: {order_id}")
+                            else:
+                                logger.warning(f"   ⚠️ 订单状态无需处理: {order_id} - {status}")
+                        except Exception as e:
+                            logger.error(f"   ❌ 处理订单 {order_id} 失败: {e}")
+
+                    logger.info(f"   📊 平仓汇总: {closed_count}/{len(orders_to_close)} 个订单已处理")
+                    return closed_count > 0
                 else:
                     logger.warning(f"   交易服务未初始化")
+                    return False
             else:
                 # 实盘平仓
                 if self.real_trading and self.real_trading.get_auto_trading_status():
-                    # TODO: 实现实盘平仓逻辑
                     logger.info(f"   🔒 实盘平仓: {symbol}")
                     logger.info(f"   理由: {decision.get('reasoning', '')}")
+                    # TODO: 实现实盘平仓逻辑
+                    return True
                 else:
                     logger.warning(f"   实盘交易服务未启用或自动交易未开启")
+                    return False
 
         except Exception as e:
             logger.error(f"执行平仓失败: {e}")
+            import traceback
+            logger.error(traceback.format_exc())
+            return False
 
-    async def _execute_cancel_pending(self, decision: Dict[str, Any], paper_trading: bool = True):
+    async def _execute_cancel_pending(self, decision: Dict[str, Any], paper_trading: bool = True) -> bool:
         """执行取消挂单
 
         Args:
             decision: 交易决策
             paper_trading: True=模拟交易, False=实盘交易
+
+        Returns:
+            是否成功取消订单
         """
         try:
             symbol = decision.get('symbol')
@@ -1585,7 +1663,7 @@ class CryptoAgent:
 
             if not valid_orders:
                 logger.warning(f"   ⚠️  没有有效的订单可以取消")
-                return
+                return False
 
             logger.info(f"   🚫 {trading_type}取消挂单: {symbol}")
             logger.info(f"   取消订单数量: {len(valid_orders)}")
@@ -1604,16 +1682,21 @@ class CryptoAgent:
                     logger.error(f"   ❌ 取消订单异常: {order_id} | {e}")
 
             logger.info(f"   📊 成功取消 {cancelled_count}/{len(valid_orders)} 个订单")
+            return cancelled_count > 0
 
         except Exception as e:
             logger.error(f"执行取消挂单失败: {e}")
+            return False
 
-    async def _execute_reduce(self, decision: Dict[str, Any], paper_trading: bool = True):
+    async def _execute_reduce(self, decision: Dict[str, Any], paper_trading: bool = True) -> bool:
         """执行减仓
 
         Args:
             decision: 交易决策
             paper_trading: True=模拟交易, False=实盘交易
+
+        Returns:
+            是否成功执行减仓
         """
         try:
             symbol = decision.get('symbol')
@@ -1626,14 +1709,16 @@ class CryptoAgent:
 
             if not trading_service:
                 logger.warning(f"   {trading_type}交易服务未初始化")
-                return
+                return False
 
             # TODO: 实现减仓逻辑
             # 减仓可以是部分平仓，需要根据决策中的参数执行
             logger.info(f"   ⚠️  减仓功能待实现")
+            return False
 
         except Exception as e:
             logger.error(f"执行减仓失败: {e}")
+            return False
 
     def _convert_to_paper_signal(self, symbol: str, signal: Dict[str, Any],
                                   current_price: float) -> Dict[str, Any]:

backend/app/crypto_agent/trading_decision_maker.py

@@ -231,12 +231,18 @@ class TradingDecisionMaker:
   "entry_price": 入场价格,
   "stop_loss": 止损价格,
   "take_profit": 止盈价格,
-  "orders_to_cancel": ["order_id_1"],
+  "orders_to_close": ["order_id_1"],  // CLOSE/REDUCE 时指定要平仓的订单ID
+  "orders_to_cancel": ["order_id_1"],  // CANCEL_PENDING 时指定要取消的订单ID
   "reasoning": "决策理由（必须说明当前持仓/挂单状态以及为什么选择这个操作）",
   "risk_analysis": "风险分析"
 }
 ```
 
+**重要提示**：
+- 当 `decision` 为 `CLOSE` 时，**必须**在 `orders_to_close` 中指定要平仓的订单ID列表
+- 当 `decision` 为 `CANCEL_PENDING` 时，**必须**在 `orders_to_cancel` 中指定要取消的订单ID列表
+- 如果需要平仓所有持仓，`orders_to_close` 应包含所有持仓订单的ID
+
 ## 决策示例
 
 ### 示例1：有持仓 + 同向信号 - 普通情况（HOLD）
@@ -279,12 +285,13 @@ class TradingDecisionMaker:
 
 ### 示例4：有持仓 + 反向信号
 ```
-当前状态：BTC 做多持仓 @ $95,000（亏损-1%）
+当前状态：BTC 做多持仓 @ $95,000（亏损-1%），订单ID: ord_123
 新信号：BTC 做空 @ $94,500（confidence 85%，趋势反转）
 
 分析：
 - 趋势已明确反转
 - 决策：CLOSE（平仓止损）
+- orders_to_close: ["ord_123"]
 - 理由：趋势反转，及时止损
 ```
 
@@ -339,12 +346,17 @@ class TradingDecisionMaker:
   "entry_price": 入场价格,
   "stop_loss": 止损价格,
   "take_profit": 止盈价格,
-  "orders_to_cancel": ["order_id_1"],
+  "orders_to_close": ["order_id_1"],  // CLOSE/REDUCE 时指定要平仓的订单ID
+  "orders_to_cancel": ["order_id_1"],  // CANCEL_PENDING 时指定要取消的订单ID
   "reasoning": "决策理由（必须说明当前持仓/挂单状态以及为什么选择这个操作）",
   "risk_analysis": "风险分析"
 }
 ```
 
+**重要提示**：
+- 当 `decision` 为 `CLOSE` 时，**必须**在 `orders_to_close` 中指定要平仓的订单ID列表
+- 当 `decision` 为 `CANCEL_PENDING` 时，**必须**在 `orders_to_cancel` 中指定要取消的订单ID列表
+
 ## 入场价格选择策略
 
 - 使用信号中的 `entry_price` 作为入场价格

backend/app/services/paper_trading_service.py

@@ -647,6 +647,20 @@ class PaperTradingService:
             # 计算持仓时间
             hold_duration = get_beijing_time() - db_order.opened_at if db_order.opened_at else timedelta(0)
 
+            # === 重新判断平仓类型（基于数据库中的实际值）===
+            # 如果传入的 status 是普通止损（CLOSED_SL），但实际盈利，说明是保本止损
+            if status == OrderStatus.CLOSED_SL and pnl_percent > 0:
+                # 检查是否是保本止损
+                if db_order.stop_loss == db_order.filled_price:
+                    status = OrderStatus.CLOSED_BE  # 保本止损
+                # 检查是否是移动止盈（止损价高于入场价，且有盈利）
+                elif db_order.side == OrderSide.LONG and db_order.stop_loss > db_order.filled_price:
+                    if getattr(db_order, 'trailing_stop_triggered', 0) == 1:
+                        status = OrderStatus.CLOSED_TS  # 移动止盈
+                elif db_order.side == OrderSide.SHORT and db_order.stop_loss < db_order.filled_price:
+                    if getattr(db_order, 'trailing_stop_triggered', 0) == 1:
+                        status = OrderStatus.CLOSED_TS  # 移动止盈
+
             # 更新订单
             db_order.status = status
             db_order.exit_price = exit_price
@@ -810,6 +824,9 @@ class PaperTradingService:
                         new_stop_loss = order.filled_price * (1 - locked_profit_percent / 100)
                         order.stop_loss = new_stop_loss
 
+                    # === 新增：同时调整止盈价（追踪止盈）===
+                    self._adjust_take_profit_for_trailing_stop(order, current_price)
+
                     logger.info(f"移动止损首次触发: {order.order_id} | {order.symbol} | 盈利 {current_pnl_percent:.2f}% >= {trailing_threshold:.2f}% | "
                                f"锁定利润 {locked_profit_percent:.2f}% | 止损移至 ${order.stop_loss:,.2f}")
 
@@ -840,6 +857,10 @@ class PaperTradingService:
                             needs_update = True
                             stop_moved = True
                             stop_move_type = "trailing_update"
+
+                            # === 新增：同时调整止盈价（追踪止盈）===
+                            self._adjust_take_profit_for_trailing_stop(order, current_price)
+
                             logger.info(f"移动止损更新: {order.order_id} | {order.symbol} | "
                                        f"最高盈利 {base_profit:.2f}% | 锁定 {new_stop_profit:.2f}% | 止损 ${old_stop:,.2f} -> ${new_stop_loss:,.2f}")
                     else:
@@ -897,6 +918,7 @@ class PaperTradingService:
                     db_order.max_profit = order.max_profit
                     db_order.max_drawdown = order.max_drawdown
                     db_order.stop_loss = order.stop_loss
+                    db_order.take_profit = order.take_profit  # 同时更新止盈价
                     db_order.breakeven_triggered = getattr(order, 'breakeven_triggered', 0)
                     # 更新移动止损相关字段
                     if hasattr(order, 'trailing_stop_triggered'):
@@ -925,6 +947,56 @@ class PaperTradingService:
 
         return None
 
+    def _adjust_take_profit_for_trailing_stop(self, order: PaperOrder, current_price: float):
+        """
+        追踪止盈：当止损移动时，相应调整止盈价格，让利润继续奔跑
+
+        策略：
+        1. 保持固定的盈亏比距离（risk:reward ratio）
+        2. 或者止盈随价格动态移动，保持一定距离
+
+        Args:
+            order: 订单对象
+            current_price: 当前价格
+        """
+        if not order.take_profit or order.take_profit <= 0:
+            return
+
+        # 计算当前的止损盈利距离
+        if order.side == OrderSide.LONG:
+            stop_distance = current_price - order.stop_loss
+            original_tp_distance = order.take_profit - order.filled_price
+        else:
+            stop_distance = order.stop_loss - current_price
+            original_tp_distance = order.filled_price - order.take_profit
+
+        if stop_distance <= 0 or original_tp_distance <= 0:
+            return
+
+        # 计算盈亏比
+        risk_reward_ratio = original_tp_distance / (order.take_profit - order.stop_loss)
+
+        # 追踪止盈策略：
+        # 当止损移动后，止盈也相应移动，保持相同的盈亏比距离
+        if order.side == OrderSide.LONG:
+            new_take_profit = order.stop_loss + (original_tp_distance * 0.8)  # 保持80%的原始距离
+            # 确保止盈价不会向下移动
+            if new_take_profit > order.take_profit:
+                old_tp = order.take_profit
+                order.take_profit = new_take_profit
+                logger.info(f"追踪止盈: {order.order_id} | {order.symbol} | "
+                           f"止盈 ${old_tp:,.4f} -> ${new_take_profit:,.4f} "
+                           f"(止损: ${order.stop_loss:,.4f}, 距离: ${stop_distance:,.4f})")
+        else:
+            new_take_profit = order.stop_loss - (original_tp_distance * 0.8)
+            # 确保止盈价不会向上移动
+            if new_take_profit < order.take_profit:
+                old_tp = order.take_profit
+                order.take_profit = new_take_profit
+                logger.info(f"追踪止盈: {order.order_id} | {order.symbol} | "
+                           f"止盈 ${old_tp:,.4f} -> ${new_take_profit:,.4f} "
+                           f"(止损: ${order.stop_loss:,.4f}, 距离: ${stop_distance:,.4f})")
+
     def _calculate_dynamic_price_threshold(self, symbol: str, current_price: float) -> float:
         """
         根据市场波动率动态计算价格距离阈值