看跌吞没形态策略
该形态试图在一段上涨后捕捉看跌回调的开始。当一根阴线完全吞没之前的阳线时形成看跌吞没。统计此前连续上涨的蜡烛数量可确认市场先前处于上升阶段。
测试表明年均收益约为 79%,该策略在股票市场表现最佳。
算法顺序记录每根蜡烛。如果新蜡烛收盘价低于开盘价且实体包住前一根阳线,则执行卖空。止损位于形态高点上方以限制风险。
仓位通常通过保护性止损进行管理,若行情发生变化,交易者也可手动离场。要求存在上升趋势有助于在震荡市中避免假信号。
细节
- 入场条件:阴线吞没前一根阳线,可选上升趋势确认。
- 多/空:仅做空。
- 退出条件:止损或人工离场。
- 止损:有,位于形态高点上方。
- 默认值:
CandleType= 15 分钟StopLossPercent= 1RequireUptrend= trueUptrendBars= 3
- 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.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Bearish Engulfing strategy.
/// Enters short on bearish engulfing pattern above SMA.
/// Enters long on bullish engulfing pattern below SMA.
/// Exits via SMA crossover.
/// </summary>
public class EngulfingBearishStrategy : Strategy
{
private readonly StrategyParam<int> _maPeriod;
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _cooldownBars;
private ICandleMessage _previousCandle;
private int _cooldown;
/// <summary>
/// MA Period.
/// </summary>
public int MAPeriod
{
get => _maPeriod.Value;
set => _maPeriod.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Cooldown bars.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public EngulfingBearishStrategy()
{
_maPeriod = Param(nameof(MAPeriod), 20)
.SetGreaterThanZero()
.SetDisplay("MA Period", "Period for SMA", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
_cooldownBars = Param(nameof(CooldownBars), 500)
.SetRange(1, 1000)
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_previousCandle = null;
_cooldown = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_previousCandle = null;
_cooldown = 0;
var sma = new SimpleMovingAverage { Length = MAPeriod };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(sma, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, sma);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal smaValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (_cooldown > 0)
{
_cooldown--;
_previousCandle = candle;
return;
}
if (_previousCandle != null)
{
var isPrevBullish = _previousCandle.ClosePrice > _previousCandle.OpenPrice;
var isPrevBearish = _previousCandle.ClosePrice < _previousCandle.OpenPrice;
var isCurrBearish = candle.ClosePrice < candle.OpenPrice;
var isCurrBullish = candle.ClosePrice > candle.OpenPrice;
var bearishEngulfing = isPrevBullish && isCurrBearish &&
candle.ClosePrice < _previousCandle.OpenPrice &&
candle.OpenPrice > _previousCandle.ClosePrice;
var bullishEngulfing = isPrevBearish && isCurrBullish &&
candle.ClosePrice > _previousCandle.OpenPrice &&
candle.OpenPrice < _previousCandle.ClosePrice;
if (Position == 0 && bearishEngulfing && candle.ClosePrice > smaValue)
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position == 0 && bullishEngulfing && candle.ClosePrice < smaValue)
{
BuyMarket();
_cooldown = CooldownBars;
}
else if (Position > 0 && candle.ClosePrice < smaValue)
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position < 0 && candle.ClosePrice > smaValue)
{
BuyMarket();
_cooldown = CooldownBars;
}
}
_previousCandle = candle;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import SimpleMovingAverage
from StockSharp.Algo.Strategies import Strategy
class engulfing_bearish_strategy(Strategy):
"""
Bearish Engulfing strategy.
Enters short on bearish engulfing pattern above SMA.
Enters long on bullish engulfing pattern below SMA.
Exits via SMA crossover.
"""
def __init__(self):
super(engulfing_bearish_strategy, self).__init__()
self._ma_period = self.Param("MAPeriod", 20).SetDisplay("MA Period", "Period for SMA", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._cooldown_bars = self.Param("CooldownBars", 500).SetDisplay("Cooldown Bars", "Bars to wait between trades", "General")
self._previous_candle = None
self._cooldown = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(engulfing_bearish_strategy, self).OnReseted()
self._previous_candle = None
self._cooldown = 0
def OnStarted2(self, time):
super(engulfing_bearish_strategy, self).OnStarted2(time)
self._previous_candle = None
self._cooldown = 0
sma = SimpleMovingAverage()
sma.Length = self._ma_period.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(sma, self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, sma)
self.DrawOwnTrades(area)
def _process_candle(self, candle, sma_val):
if candle.State != CandleStates.Finished:
return
if self._cooldown > 0:
self._cooldown -= 1
self._previous_candle = candle
return
if self._previous_candle is not None:
prev_bullish = self._previous_candle.ClosePrice > self._previous_candle.OpenPrice
prev_bearish = self._previous_candle.ClosePrice < self._previous_candle.OpenPrice
curr_bearish = candle.ClosePrice < candle.OpenPrice
curr_bullish = candle.ClosePrice > candle.OpenPrice
bearish_engulfing = prev_bullish and curr_bearish and candle.ClosePrice < self._previous_candle.OpenPrice and candle.OpenPrice > self._previous_candle.ClosePrice
bullish_engulfing = prev_bearish and curr_bullish and candle.ClosePrice > self._previous_candle.OpenPrice and candle.OpenPrice < self._previous_candle.ClosePrice
sv = float(sma_val)
close = float(candle.ClosePrice)
cd = self._cooldown_bars.Value
if self.Position == 0 and bearish_engulfing and close > sv:
self.SellMarket()
self._cooldown = cd
elif self.Position == 0 and bullish_engulfing and close < sv:
self.BuyMarket()
self._cooldown = cd
elif self.Position > 0 and close < sv:
self.SellMarket()
self._cooldown = cd
elif self.Position < 0 and close > sv:
self.BuyMarket()
self._cooldown = cd
self._previous_candle = candle
def CreateClone(self):
return engulfing_bearish_strategy()