暮星形态策略
暮星形态与晨星相反,通常表示顶部形成。它由一根大阳线开始,随后是一根小型犹豫蜡烛,最后以一根收盘价跌破第一根中点的阴线结束。
测试表明年均收益约为 100%,该策略在外汇市场表现最佳。
算法监控连续三根K线。当出现该形态时,建立空仓,止损设在中间蜡烛高点上方。若价格跌破确认蜡烛低点或触发止损则平仓。
因该形态预示超买后的快速反转,交易通常针对短期向下的动量。
细节
- 入场条件:完整的三根暮星形态。
- 多/空:仅做空。
- 退出条件:价格跌破确认蜡烛低点或止损。
- 止损:有,位于中间蜡烛高点上方。
- 默认值:
CandleType= 5 分钟StopLossPercent= 1
- 过滤条件:
- 类别: 形态
- 方向: 空头
- 指标: K线形态
- 止损: 有
- 复杂度: 中等
- 时间框架: 日内
- 季节性: 无
- 神经网络: 无
- 背离: 无
- 风险级别: 中等
using System;
using System.Collections.Generic;
using Ecng.Common;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Short-only three-candle Evening Star with middle-candle-high stop and confirmation-low target.
/// </summary>
public class EveningStarStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<decimal> _stopLossPercent;
private readonly List<ICandleMessage> _recent = new();
private decimal? _stopPrice;
private decimal? _targetPrice;
private Order _entryOrder;
private Order _exitOrder;
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public decimal StopLossPercent { get => _stopLossPercent.Value; set => _stopLossPercent.Value = value; }
public EveningStarStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Evening Star pattern timeframe", "General");
_stopLossPercent = Param(nameof(StopLossPercent), 1m).SetNotNegative()
.SetDisplay("Stop above middle high (%)", "Buffer above the middle candle's high; zero places the stop at that high", "Protection");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType), (Security, DataType.Level1)];
protected override void OnReseted()
{
base.OnReseted();
ClearState();
}
private void ClearState()
{
_recent.Clear();
_stopPrice = _targetPrice = null;
_entryOrder = _exitOrder = null;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
ClearState();
var asks = new Subscription(DataType.Level1, Security);
asks.MarketData.BuildField = Level1Fields.BestAskPrice;
SubscribeLevel1(asks).Bind(ProcessAsk).Start();
var candles = SubscribeCandles(CandleType);
candles.Bind(ProcessCandle).Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, candles);
DrawOwnTrades(area);
}
}
private static bool IsPending(Order order)
=> order is not null && order.State is not (OrderStates.Done or OrderStates.Failed);
private void ProcessAsk(Level1ChangeMessage message)
{
if (message.TryGetDecimal(Level1Fields.BestAskPrice) is decimal ask && ask > 0m)
CheckExit(ask, ask);
}
private bool CheckExit(decimal high, decimal low)
{
if (Position >= 0m || IsPending(_exitOrder))
return false;
// With only a completed bar's range, prefer the adverse stop when both levels touched.
if (_stopPrice is decimal stop && high >= stop ||
_targetPrice is decimal target && low < target)
{
_exitOrder = BuyMarket(Math.Abs(Position));
_stopPrice = _targetPrice = null;
return true;
}
return false;
}
private void Append(ICandleMessage candle)
{
_recent.Add(candle);
if (_recent.Count > 2)
_recent.RemoveAt(0);
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
if (Position < 0m && CheckExit(candle.HighPrice, candle.LowPrice))
{
Append(candle);
return;
}
if (IsPending(_entryOrder) || IsPending(_exitOrder))
{
Append(candle);
return;
}
if (Position == 0m && _recent.Count == 2 && IsFormedAndOnlineAndAllowTrading())
{
var first = _recent[0];
var middle = _recent[1];
var firstBody = first.ClosePrice - first.OpenPrice;
var middleBody = Math.Abs(middle.ClosePrice - middle.OpenPrice);
var thirdBody = candle.OpenPrice - candle.ClosePrice;
var firstMidpoint = (first.HighPrice + first.LowPrice) / 2m;
if (firstBody > 0m && middleBody < firstBody / 2m &&
thirdBody > 0m && candle.ClosePrice < firstMidpoint)
{
_stopPrice = middle.HighPrice * (1m + StopLossPercent / 100m);
_targetPrice = candle.LowPrice;
_entryOrder = SellMarket(Volume);
}
}
Append(candle);
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Strategies")
clr.AddReference("StockSharp.BusinessEntities")
from System import TimeSpan, Decimal, Math
from StockSharp.Messages import DataType, CandleStates, OrderStates, Level1Fields
from StockSharp.BusinessEntities import Subscription
from StockSharp.Algo.Strategies import Strategy
class evening_star_strategy(Strategy):
"""Short-only Evening Star with a middle-candle-high stop and confirmation-low target."""
def __init__(self):
super(evening_star_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))).SetDisplay("Candle Type", "Evening Star pattern timeframe", "General")
self._stop_loss_percent = self.Param("StopLossPercent", 1.0).SetNotNegative().SetDisplay("Stop above middle high (%)", "Buffer above the middle candle's high; zero places the stop at that high", "Protection")
self._clear_state()
@property
def candle_type(self):
return self._candle_type.Value
def GetWorkingSecurities(self):
return [(self.Security, self.candle_type), (self.Security, DataType.Level1)]
def _clear_state(self):
self._recent = []
self._stop_price = None
self._target_price = None
self._entry_order = None
self._exit_order = None
def OnReseted(self):
super(evening_star_strategy, self).OnReseted()
self._clear_state()
def OnStarted2(self, time):
super(evening_star_strategy, self).OnStarted2(time)
self._clear_state()
asks = Subscription(DataType.Level1, self.Security)
asks.MarketData.BuildField = Level1Fields.BestAskPrice
self.SubscribeLevel1(asks).Bind(self._process_ask).Start()
candles = self.SubscribeCandles(self.candle_type)
candles.Bind(self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, candles)
self.DrawOwnTrades(area)
@staticmethod
def _is_pending(order):
return order is not None and order.State not in (OrderStates.Done, OrderStates.Failed)
def _process_ask(self, message):
if message.Changes.ContainsKey(Level1Fields.BestAskPrice):
ask = message.Changes[Level1Fields.BestAskPrice]
if ask > 0:
self._check_exit(ask, ask)
def _check_exit(self, high, low):
if self.Position >= 0 or self._is_pending(self._exit_order):
return False
# With only a completed bar's range, prefer the adverse stop when both levels touched.
if ((self._stop_price is not None and high >= self._stop_price) or
(self._target_price is not None and low < self._target_price)):
self._exit_order = self.BuyMarket(Math.Abs(self.Position))
self._stop_price = None
self._target_price = None
return True
return False
def _append(self, candle):
self._recent.append(candle)
if len(self._recent) > 2:
self._recent.pop(0)
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
if self.Position < 0 and self._check_exit(candle.HighPrice, candle.LowPrice):
self._append(candle)
return
if self._is_pending(self._entry_order) or self._is_pending(self._exit_order):
self._append(candle)
return
if self.Position == 0 and len(self._recent) == 2 and self.IsFormedAndOnlineAndAllowTrading():
first, middle = self._recent
first_body = first.ClosePrice - first.OpenPrice
middle_body = Math.Abs(middle.ClosePrice - middle.OpenPrice)
third_body = candle.OpenPrice - candle.ClosePrice
first_midpoint = (first.HighPrice + first.LowPrice) / Decimal(2)
if (first_body > 0 and middle_body < first_body / Decimal(2) and
third_body > 0 and candle.ClosePrice < first_midpoint):
self._stop_price = middle.HighPrice * (Decimal(1) + Decimal(self._stop_loss_percent.Value) / Decimal(100))
self._target_price = candle.LowPrice
self._entry_order = self.SellMarket(self.Volume)
self._append(candle)
def CreateClone(self):
return evening_star_strategy()