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薇薇安 2026-02-10 15:40:56 +08:00
parent 1dd8d5893d
commit 972156a702
3 changed files with 827 additions and 23 deletions
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53
trading_system/position_manager.py
View File

@ -280,7 +280,7 @@ class PositionManager:
else: # SELL
estimated_stop_loss = estimated_entry_price + (atr * atr_multiplier)
quantity = await self.risk_manager.calculate_position_size(
quantity, adjusted_leverage = await self.risk_manager.calculate_position_size(
symbol, change_percent, leverage=leverage,
entry_price=estimated_entry_price,
stop_loss_price=estimated_stop_loss,
@ -289,6 +289,15 @@ class PositionManager:
signal_strength=signal_strength
)
# 如果 RiskManager 建议了更低的安全杠杆，则应用它
if quantity is not None and adjusted_leverage is not None and adjusted_leverage != leverage:
logger.info(f"{symbol} 风险控制调整杠杆: {leverage}x -> {adjusted_leverage}x (适应宽止损)")
try:
await self.client.set_leverage(symbol, adjusted_leverage)
leverage = adjusted_leverage
except Exception as e:
logger.error(f"{symbol} 调整杠杆失败: {e}，将使用原杠杆 {leverage}x 继续")
if quantity is None:
logger.warning(f"❌ {symbol} 仓位计算失败，跳过交易")
logger.warning(f" 可能原因:")
@ -2735,7 +2744,11 @@ class PositionManager:
current_price = ticker['price'] if ticker else entry_price
# 计算止损止盈（基于保证金）
leverage = position.get('leverage', 10)
try:
leverage = float(position.get('leverage', 10))
except (ValueError, TypeError):
leverage = 10.0
stop_loss_pct_margin = config.TRADING_CONFIG.get('STOP_LOSS_PERCENT', 0.08)
# ⚠️ 关键修复：配置值格式转换（兼容百分比形式和比例形式）
if stop_loss_pct_margin is not None and stop_loss_pct_margin > 1:
@ -2943,8 +2956,13 @@ class PositionManager:
quantity = float(position_info['quantity'])
current_price_float = float(current_price)
# 计算当前盈亏（基于保证金）
leverage = position_info.get('leverage', 10)
# 获取杠杆（确保为float）
try:
leverage = float(position_info.get('leverage', 10))
except (ValueError, TypeError):
leverage = 10.0
# 计算持仓价值和保证金
position_value = entry_price * quantity
margin = position_value / leverage if leverage > 0 else position_value
@ -2954,10 +2972,11 @@ class PositionManager:
else: # SELL
pnl_amount = (entry_price - current_price_float) * quantity
# 计算盈亏百分比（相对于保证金，与币安一致）
# 计算盈亏百分比（ROE - Return on Equity，即相对于保证金的盈亏）
# 这是用户最关心的“盈亏比”
pnl_percent_margin = (pnl_amount / margin * 100) if margin > 0 else 0
# 也计算价格百分比（用于显示）
# 也计算价格百分比（不带杠杆的原始涨跌幅）
if position_info['side'] == 'BUY':
pnl_percent_price = ((current_price_float - entry_price) / entry_price) * 100
else: # SELL
@ -3081,14 +3100,22 @@ class PositionManager:
should_log = (int(abs(pnl_percent_margin)) % 5 == 0) or (pnl_percent_margin <= -10.0 and pnl_percent_margin > -10.5)
if should_log:
trigger_condition = pnl_percent_margin <= -stop_loss_pct_margin
# 计算当前价格相对于入场价的变动百分比（不带杠杆）
price_change_pct = 0.0
if entry_price > 0:
if position_info['side'] == 'BUY':
price_change_pct = (current_price_float - entry_price) / entry_price * 100
else:
price_change_pct = (entry_price - current_price_float) / entry_price * 100
logger.warning(
f"{symbol} [实时监控] 诊断: 亏损{pnl_percent_margin:.2f}% of margin | "
f"当前价: {current_price_float:.4f} | "
f"入场价: {entry_price:.4f} | "
f"止损价: {stop_loss:.4f} (目标: -{stop_loss_pct_margin:.2f}% of margin) | "
f"方向: {position_info['side']} | "
f"是否触发: {trigger_condition} | "
f"监控状态: {'运行中' if symbol in self._monitor_tasks else '未启动'}"
f"{symbol} [实时监控] 诊断: \n"
f" • ROE(保证金盈亏): {pnl_percent_margin:.2f}% (用户关注)\n"
f" • 价格变动: {price_change_pct:.2f}% (实际币价涨跌)\n"
f" • 杠杆倍数: {leverage}x (放大倍数)\n"
f" • 当前价: {current_price_float:.4f} | 入场价: {entry_price:.4f}\n"
f" • 止损价: {stop_loss:.4f} (目标ROE: -{stop_loss_pct_margin:.2f}%)\n"
f" • 触发止损: {'YES' if trigger_condition else 'NO'}"
)
# ⚠️ 2026-01-27关键修复：止损检查前，先检查是否盈利

56
trading_system/risk_manager.py
View File

@ -5,7 +5,7 @@ import logging
import os
import time
from datetime import datetime, timezone, timedelta
from typing import Dict, List, Optional
from typing import Dict, List, Optional, Tuple
try:
from .binance_client import BinanceClient
from . import config
@ -351,7 +351,7 @@ class RiskManager:
side: Optional[str] = None,
atr: Optional[float] = None,
signal_strength: Optional[int] = None
) -> Optional[float]:
) -> Tuple[Optional[float], int]:
"""
根据涨跌幅和风险参数计算合适的仓位大小
⚠️ 优化：支持固定风险百分比计算（凯利公式）和信号强度分级
@ -367,7 +367,7 @@ class RiskManager:
signal_strength: 信号强度（可选，用于仓位分级）
Returns:
建议的仓位数量，如果不符合条件则返回None
Tuple[Optional[float], int]: (仓位数量, 实际使用的杠杆倍数)。如果无法开仓，仓位数量为None。
"""
try:
logger.info(f"开始计算 {symbol} 的仓位大小...")
@ -382,13 +382,13 @@ class RiskManager:
if available_balance <= 0:
logger.warning(f"❌ {symbol} 账户可用余额不足: {available_balance:.2f} USDT")
return None
return None, 10
# 获取当前价格
ticker = await self.client.get_ticker_24h(symbol)
if not ticker:
logger.warning(f"❌ {symbol} 无法获取价格数据")
return None
return None, 10
current_price = ticker['price']
logger.info(f" 当前价格: {current_price:.4f} USDT")
@ -462,6 +462,42 @@ class RiskManager:
stop_distance = stop_loss_price - entry_price
if stop_distance > 0:
# ⚠️ 关键安全检查：验证止损距离是否在强平风险区内
# 强平距离估算：Entry / Leverage
# 考虑到维持保证金，强平会更早发生。安全系数取0.8（即亏损80%保证金时强制止损，防止强平）
max_safe_stop_distance = (entry_price / actual_leverage) * 0.8
if stop_distance > max_safe_stop_distance:
logger.warning(
f" ⚠️ 止损距离过大 ({stop_distance:.4f})，超过当前杠杆的安全强平距离 ({max_safe_stop_distance:.4f}, 杠杆{actual_leverage}x)"
)
# 尝试降低杠杆以适应宽止损
# 安全杠杆 = (Entry * 0.8) / StopDistance
ideal_leverage_float = (entry_price * 0.8) / stop_distance
ideal_leverage = max(1, int(ideal_leverage_float))
if ideal_leverage < actual_leverage:
logger.info(f" 🛡️ 自动降低杠杆: {actual_leverage}x -> {ideal_leverage}x 以适应止损距离")
actual_leverage = ideal_leverage
# 重新计算安全距离
max_safe_stop_distance = (entry_price / actual_leverage) * 0.8
# 如果即使降到1倍杠杆还是不够（极少见），或者无法降杠杆，则必须截断止损
if stop_distance > max_safe_stop_distance:
logger.warning(f" ⚠️ 即使降杠杆也无法满足安全距离，必须截断止损")
logger.info(f" ✓ 自动调整止损距离至安全范围: {max_safe_stop_distance:.4f}")
# 调整止损距离和价格
stop_distance = max_safe_stop_distance
if side == 'BUY':
stop_loss_price = entry_price - stop_distance
else:
stop_loss_price = entry_price + stop_distance
logger.info(f" ✓ 修正后的止损价格: {stop_loss_price:.4f}")
# 固定风险金额
risk_amount = total_balance * fixed_risk_percent
@ -607,7 +643,7 @@ class RiskManager:
f"{min_margin_usdt / max_position_percent:.2f} USDT "
f"才能满足最小保证金要求"
)
return None
return None, actual_leverage
# 检查是否通过风险控制
logger.info(f" 检查仓位大小是否符合风险控制要求...")
@ -623,7 +659,7 @@ class RiskManager:
f" ❌ {symbol} 名义价值 {final_notional_value:.4f} USDT < 最小要求 {MIN_NOTIONAL_VALUE:.2f} USDT"
)
logger.warning(f" 💡 此类小单子意义不大，拒绝开仓")
return None
return None, actual_leverage
if await self.check_position_size(symbol, quantity, leverage=actual_leverage):
logger.info(
@ -632,14 +668,14 @@ class RiskManager:
f"名义价值: {final_notional_value:.2f} USDT, "
f"保证金: {final_margin:.4f} USDT, 杠杆: {actual_leverage}x)"
)
return quantity
return quantity, actual_leverage
else:
logger.warning(f"❌ {symbol} 仓位检查未通过，无法开仓")
return None
return None, actual_leverage
except Exception as e:
logger.error(f"计算仓位大小失败 {symbol}: {e}", exc_info=True)
return None
return None, 10
async def should_trade(self, symbol: str, change_percent: float) -> bool:
"""

741
持仓记录_2026-02-10T06-25-08.json Normal file
View File

@ -0,0 +1,741 @@
[
{
"symbol": "RVVUSDT",
"side": "SELL",
"quantity": 7637,
"entry_price": 0.000887,
"entry_value_usdt": 6.774019,
"notional_usdt": 7.024054380000001,
"margin_usdt": 2.3413514600000003,
"original_notional_usdt": null,
"original_margin_usdt": null,
"mark_price": 0.00091974,
"pnl": -0.25003538,
"pnl_percent": -10.679104964446472,
"leverage": 3,
"entry_time": null,
"stop_loss_price": null,
"take_profit_price": null,
"take_profit_1": null,
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"atr": null,
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"entry_order_type": null,
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{
"orderId": 2000000417435021,
"type": "STOP_MARKET",
"side": "BUY",
"stopPrice": 0.00125,
"price": 0,
"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
}
],
"active_sl_orders": "STOP_MARKET @ 0.00125 (NEW)",
"active_tp_orders": "",
"binance_open_orders_raw": [
{
"orderId": 2000000417435021,
"type": "STOP_MARKET",
"side": "BUY",
"stopPrice": 0.00125,
"price": 0,
"origType": "CONDITIONAL",
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"status": "NEW"
}
]
},
{
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"pnl": 0.8901,
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"leverage": 8,
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},
{
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}
],
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},
{
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}
]
},
{
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{
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}
],
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},
{
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}
]
},
{
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},
{
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}
],
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},
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"status": "NEW"
}
]
},
{
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{
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}
],
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}
]
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{
"symbol": "ETHFIUSDT",
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{
"orderId": 2000000417139079,
"type": "TAKE_PROFIT_MARKET",
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"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
},
{
"orderId": 2000000417139075,
"type": "STOP_MARKET",
"side": "BUY",
"stopPrice": 0.4585,
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"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
}
],
"active_sl_orders": "STOP_MARKET @ 0.4585 (NEW)",
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"binance_open_orders_raw": [
{
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"price": 0,
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"reduceOnly": true,
"status": "NEW"
},
{
"orderId": 2000000417139075,
"type": "STOP_MARKET",
"side": "BUY",
"stopPrice": 0.4585,
"price": 0,
"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
}
]
},
{
"symbol": "BANANAS31USDT",
"side": "BUY",
"quantity": 3946,
"entry_price": 0.004487,
"entry_value_usdt": 17.705702,
"notional_usdt": 17.771126680000002,
"margin_usdt": 2.2213908350000002,
"original_notional_usdt": null,
"original_margin_usdt": null,
"mark_price": 0.00450358,
"pnl": 0.06542468,
"pnl_percent": 2.9452124754084523,
"leverage": 8,
"entry_time": null,
"stop_loss_price": null,
"take_profit_price": null,
"take_profit_1": null,
"take_profit_2": null,
"atr": null,
"entry_order_id": null,
"entry_order_type": null,
"open_orders": [
{
"orderId": 2000000416416751,
"type": "TAKE_PROFIT_MARKET",
"side": "SELL",
"stopPrice": 0.005503,
"price": 0,
"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
},
{
"orderId": 2000000416416740,
"type": "STOP_MARKET",
"side": "SELL",
"stopPrice": 0.004149,
"price": 0,
"origType": "CONDITIONAL",
"reduceOnly": true,
"status": "NEW"
}
],
"active_sl_orders": "STOP_MARKET @ 0.004149 (NEW)",
"active_tp_orders": "TAKE_PROFIT_MARKET @ 0.005503 (NEW)",
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