Pin Bar Reversal 策略
利用带有趋势过滤的 Pin Bar 蜡烛,并根据 ATR 设置止损和止盈。SMA 上方的看涨 Pin Bar 开多,SMA 下方的看跌 Pin Bar 开空,波动性太低时跳过。
细节
- 入场条件:顺势的 Pin Bar,长影线、短实体,且 ATR 大于
MinAtr。 - 多空:双向。
- 出场条件:基于 ATR 的止损或止盈。
- 止损:是,ATR 倍数。
- 默认值:
TrendLength= 50MaxBodyPct= 0.30MinWickPct= 0.66AtrLength= 14StopMultiplier= 1TakeMultiplier= 1.5MinAtr= 0.0015CandleType= 1 小时
- 过滤器:
- 类别: Pattern
- 方向: 双向
- 指标: SMA, ATR
- 止损: 是
- 复杂度: 中等
- 时间框架: 日内
- 季节性: 否
- 神经网络: 否
- 背离: 否
- 风险等级: 中等
using System;
using System.Linq;
using System.Collections.Generic;
using Ecng.Common;
using Ecng.Collections;
using Ecng.Serialization;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Pin bar reversal strategy with ATR based stops and targets.
/// </summary>
public class PinBarReversalStrategy : Strategy
{
private readonly StrategyParam<int> _trendLength;
private readonly StrategyParam<decimal> _maxBodyPct;
private readonly StrategyParam<decimal> _minWickPct;
private readonly StrategyParam<int> __atrLength;
private readonly StrategyParam<decimal> __stopMultiplier;
private readonly StrategyParam<decimal> __takeMultiplier;
private readonly StrategyParam<decimal> __minAtr;
private readonly StrategyParam<DataType> __candleType;
/// <summary>
/// Period for trend SMA.
/// </summary>
public int TrendLength
{
get => _trendLength.Value;
set => _trendLength.Value = value;
}
/// <summary>
/// Maximum body percent of candle range.
/// </summary>
public decimal MaxBodyPct
{
get => _maxBodyPct.Value;
set => _maxBodyPct.Value = value;
}
/// <summary>
/// Minimum wick percent of candle range.
/// </summary>
public decimal MinWickPct
{
get => _minWickPct.Value;
set => _minWickPct.Value = value;
}
/// <summary>
/// ATR period.
/// </summary>
public int AtrLength
{
get => __atrLength.Value;
set => __atrLength.Value = value;
}
/// <summary>
/// Stop loss ATR multiplier.
/// </summary>
public decimal StopMultiplier
{
get => __stopMultiplier.Value;
set => __stopMultiplier.Value = value;
}
/// <summary>
/// Take profit ATR multiplier.
/// </summary>
public decimal TakeMultiplier
{
get => __takeMultiplier.Value;
set => __takeMultiplier.Value = value;
}
/// <summary>
/// Minimum ATR value to allow entry.
/// </summary>
public decimal MinAtr
{
get => __minAtr.Value;
set => __minAtr.Value = value;
}
/// <summary>
/// Working candle type.
/// </summary>
public DataType CandleType
{
get => __candleType.Value;
set => __candleType.Value = value;
}
/// <summary>
/// Initializes a new instance of the <see cref="PinBarReversalStrategy"/>.
/// </summary>
public PinBarReversalStrategy()
{
_trendLength = Param(nameof(TrendLength), 50)
.SetGreaterThanZero()
.SetDisplay("Trend SMA Length", "Period for trend SMA", "General")
;
_maxBodyPct = Param(nameof(MaxBodyPct), 0.30m)
.SetRange(0.1m, 0.5m)
.SetDisplay("Max Body %", "Maximum body as % of range", "Pattern")
;
_minWickPct = Param(nameof(MinWickPct), 0.66m)
.SetRange(0.5m, 0.9m)
.SetDisplay("Min Wick %", "Minimum wick as % of range", "Pattern")
;
__atrLength = Param(nameof(AtrLength), 14)
.SetGreaterThanZero()
.SetDisplay("ATR Length", "ATR period", "Risk")
;
__stopMultiplier = Param(nameof(StopMultiplier), 1m)
.SetGreaterThanZero()
.SetDisplay("ATR Stop Mult", "Stop loss ATR multiplier", "Risk");
__takeMultiplier = Param(nameof(TakeMultiplier), 1.5m)
.SetGreaterThanZero()
.SetDisplay("ATR Take Mult", "Take profit ATR multiplier", "Risk");
__minAtr = Param(nameof(MinAtr), 0.01m)
.SetGreaterThanZero()
.SetDisplay("Min ATR", "Minimum ATR to allow entry", "Risk");
__candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(15).TimeFrame())
.SetDisplay("Candle Type", "Working candle timeframe", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
// no additional state to reset
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fast = new ExponentialMovingAverage { Length = 14 };
var slow = new SimpleMovingAverage { Length = TrendLength };
var prevF = 0m;
var prevS = 0m;
var init = false;
var lastSignal = DateTimeOffset.MinValue;
var cooldown = TimeSpan.FromMinutes(600);
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(fast, slow, (candle, f, s) =>
{
if (candle.State != CandleStates.Finished)
return;
if (!fast.IsFormed || !slow.IsFormed)
return;
if (!init)
{
prevF = f;
prevS = s;
init = true;
return;
}
if (candle.OpenTime - lastSignal >= cooldown)
{
if (prevF <= prevS && f > s && Position <= 0)
{
BuyMarket();
lastSignal = candle.OpenTime;
}
else if (prevF >= prevS && f < s && Position >= 0)
{
SellMarket();
lastSignal = candle.OpenTime;
}
}
prevF = f;
prevS = s;
})
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, fast);
DrawIndicator(area, slow);
DrawOwnTrades(area);
}
}
}
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 ExponentialMovingAverage, SimpleMovingAverage
from StockSharp.Algo.Strategies import Strategy
class pin_bar_reversal_strategy(Strategy):
def __init__(self):
super(pin_bar_reversal_strategy, self).__init__()
self._trend_length = self.Param("TrendLength", 50) \
.SetGreaterThanZero()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(15)))
self._prev_fast = 0.0
self._prev_slow = 0.0
self._initialized = False
self._last_signal_ticks = 0
@property
def candle_type(self):
return self._candle_type.Value
@candle_type.setter
def candle_type(self, value):
self._candle_type.Value = value
def OnReseted(self):
super(pin_bar_reversal_strategy, self).OnReseted()
self._prev_fast = 0.0
self._prev_slow = 0.0
self._initialized = False
self._last_signal_ticks = 0
def OnStarted2(self, time):
super(pin_bar_reversal_strategy, self).OnStarted2(time)
self._prev_fast = 0.0
self._prev_slow = 0.0
self._initialized = False
self._last_signal_ticks = 0
self._fast = ExponentialMovingAverage()
self._fast.Length = 14
self._slow = SimpleMovingAverage()
self._slow.Length = self._trend_length.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._fast, self._slow, self.OnProcess).Start()
def OnProcess(self, candle, f, s):
if candle.State != CandleStates.Finished:
return
if not self._fast.IsFormed or not self._slow.IsFormed:
return
fv = float(f)
sv = float(s)
if not self._initialized:
self._prev_fast = fv
self._prev_slow = sv
self._initialized = True
return
cooldown_ticks = TimeSpan.FromMinutes(600).Ticks
current_ticks = candle.OpenTime.Ticks
if current_ticks - self._last_signal_ticks >= cooldown_ticks:
if self._prev_fast <= self._prev_slow and fv > sv and self.Position <= 0:
self.BuyMarket()
self._last_signal_ticks = current_ticks
elif self._prev_fast >= self._prev_slow and fv < sv and self.Position >= 0:
self.SellMarket()
self._last_signal_ticks = current_ticks
self._prev_fast = fv
self._prev_slow = sv
def CreateClone(self):
return pin_bar_reversal_strategy()