SMC BB Breakout стратегия
Стратегия объединяет пробой полос Боллинджера с элементами Smart Money Concepts. Позиция открывается при пробое полосы в сторону смены структуры рынка. Дополнительно можно требовать свечу импульса с большим телом. Закрытие происходит при возврате к средней полосе или выходе за уровни последнего order block.
namespace StockSharp.Samples.Strategies;
using System;
using System.Collections.Generic;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
/// <summary>
/// Smart Money Concepts with Bollinger Bands Breakout Strategy.
/// Uses BB breakout with momentum candle filter and structure shift detection.
/// </summary>
public class SmcBbBreakoutStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _bbLength;
private readonly StrategyParam<decimal> _bbWidth;
private readonly StrategyParam<decimal> _momentumBodyPercent;
private readonly StrategyParam<int> _cooldownBars;
private BollingerBands _bb;
private decimal _prevClose;
private decimal _prevHigh;
private decimal _prevLow;
private bool _hasPrev;
private int _cooldownRemaining;
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
public int BbLength
{
get => _bbLength.Value;
set => _bbLength.Value = value;
}
public decimal BbWidth
{
get => _bbWidth.Value;
set => _bbWidth.Value = value;
}
public decimal MomentumBodyPercent
{
get => _momentumBodyPercent.Value;
set => _momentumBodyPercent.Value = value;
}
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
public SmcBbBreakoutStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(30).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
_bbLength = Param(nameof(BbLength), 34)
.SetGreaterThanZero()
.SetDisplay("BB Length", "Bollinger Bands period", "Bollinger");
_bbWidth = Param(nameof(BbWidth), 2m)
.SetDisplay("BB Width", "Bollinger width multiplier", "Bollinger");
_momentumBodyPercent = Param(nameof(MomentumBodyPercent), 0.5m)
.SetDisplay("Momentum Body %", "Minimum body vs range ratio", "Momentum");
_cooldownBars = Param(nameof(CooldownBars), 10)
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "Risk");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_bb = null;
_prevClose = 0;
_prevHigh = 0;
_prevLow = 0;
_hasPrev = false;
_cooldownRemaining = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_bb = new BollingerBands { Length = BbLength, Width = BbWidth };
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(_bb, OnProcess)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, _bb);
DrawOwnTrades(area);
}
}
private void OnProcess(ICandleMessage candle, IIndicatorValue bbValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!_bb.IsFormed)
return;
if (bbValue.IsEmpty)
return;
var bb = (BollingerBandsValue)bbValue;
if (bb.UpBand is not decimal upper || bb.LowBand is not decimal lower || bb.MovingAverage is not decimal mid)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (_cooldownRemaining > 0)
{
_cooldownRemaining--;
_prevClose = candle.ClosePrice;
_prevHigh = candle.HighPrice;
_prevLow = candle.LowPrice;
_hasPrev = true;
return;
}
var price = candle.ClosePrice;
var range = candle.HighPrice - candle.LowPrice;
var body = Math.Abs(candle.ClosePrice - candle.OpenPrice);
var bodyRatio = range > 0 ? body / range : 0m;
var isBullishMomentum = bodyRatio >= MomentumBodyPercent && candle.ClosePrice > candle.OpenPrice;
var isBearishMomentum = bodyRatio >= MomentumBodyPercent && candle.ClosePrice < candle.OpenPrice;
// Structure shift: new high above previous high
var breakHigher = _hasPrev && candle.HighPrice > _prevHigh;
var breakLower = _hasPrev && candle.LowPrice < _prevLow;
// Buy: close above upper BB + bullish momentum + structure break higher
if (price > upper && isBullishMomentum && breakHigher && Position <= 0)
{
if (Position < 0)
BuyMarket(Math.Abs(Position));
BuyMarket(Volume);
_cooldownRemaining = CooldownBars;
}
// Sell: close below lower BB + bearish momentum + structure break lower
else if (price < lower && isBearishMomentum && breakLower && Position >= 0)
{
if (Position > 0)
SellMarket(Math.Abs(Position));
SellMarket(Volume);
_cooldownRemaining = CooldownBars;
}
// Exit long: price crosses below mid BB
else if (Position > 0 && price < mid)
{
SellMarket(Math.Abs(Position));
_cooldownRemaining = CooldownBars;
}
// Exit short: price crosses above mid BB
else if (Position < 0 && price > mid)
{
BuyMarket(Math.Abs(Position));
_cooldownRemaining = CooldownBars;
}
_prevClose = candle.ClosePrice;
_prevHigh = candle.HighPrice;
_prevLow = candle.LowPrice;
_hasPrev = true;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, Math
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import BollingerBands
from StockSharp.Algo.Strategies import Strategy
class smc_bb_breakout_strategy(Strategy):
"""Smart Money Concepts with Bollinger Bands Breakout Strategy."""
def __init__(self):
super(smc_bb_breakout_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(30))) \
.SetDisplay("Candle Type", "Type of candles to use", "General")
self._bb_length = self.Param("BbLength", 34) \
.SetDisplay("BB Length", "Bollinger Bands period", "Bollinger")
self._bb_width = self.Param("BbWidth", 2.0) \
.SetDisplay("BB Width", "Bollinger width multiplier", "Bollinger")
self._momentum_body_percent = self.Param("MomentumBodyPercent", 0.5) \
.SetDisplay("Momentum Body %", "Minimum body vs range ratio", "Momentum")
self._cooldown_bars = self.Param("CooldownBars", 10) \
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "Risk")
self._bb = None
self._prev_close = 0.0
self._prev_high = 0.0
self._prev_low = 0.0
self._has_prev = False
self._cooldown_remaining = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(smc_bb_breakout_strategy, self).OnReseted()
self._bb = None
self._prev_close = 0.0
self._prev_high = 0.0
self._prev_low = 0.0
self._has_prev = False
self._cooldown_remaining = 0
def OnStarted2(self, time):
super(smc_bb_breakout_strategy, self).OnStarted2(time)
self._bb = BollingerBands()
self._bb.Length = int(self._bb_length.Value)
self._bb.Width = float(self._bb_width.Value)
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(self._bb, self._on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, self._bb)
self.DrawOwnTrades(area)
def _on_process(self, candle, bb_value):
if candle.State != CandleStates.Finished:
return
if not self._bb.IsFormed:
return
if bb_value.IsEmpty:
return
if bb_value.UpBand is None or bb_value.LowBand is None or bb_value.MovingAverage is None:
return
upper = float(bb_value.UpBand)
lower = float(bb_value.LowBand)
mid = float(bb_value.MovingAverage)
if not self.IsFormedAndOnlineAndAllowTrading():
return
if self._cooldown_remaining > 0:
self._cooldown_remaining -= 1
self._prev_close = float(candle.ClosePrice)
self._prev_high = float(candle.HighPrice)
self._prev_low = float(candle.LowPrice)
self._has_prev = True
return
price = float(candle.ClosePrice)
rng = float(candle.HighPrice) - float(candle.LowPrice)
body = Math.Abs(float(candle.ClosePrice) - float(candle.OpenPrice))
body_ratio = body / rng if rng > 0 else 0.0
momentum_pct = float(self._momentum_body_percent.Value)
cooldown = int(self._cooldown_bars.Value)
is_bullish_momentum = body_ratio >= momentum_pct and float(candle.ClosePrice) > float(candle.OpenPrice)
is_bearish_momentum = body_ratio >= momentum_pct and float(candle.ClosePrice) < float(candle.OpenPrice)
break_higher = self._has_prev and float(candle.HighPrice) > self._prev_high
break_lower = self._has_prev and float(candle.LowPrice) < self._prev_low
if price > upper and is_bullish_momentum and break_higher and self.Position <= 0:
if self.Position < 0:
self.BuyMarket(Math.Abs(self.Position))
self.BuyMarket(self.Volume)
self._cooldown_remaining = cooldown
elif price < lower and is_bearish_momentum and break_lower and self.Position >= 0:
if self.Position > 0:
self.SellMarket(Math.Abs(self.Position))
self.SellMarket(self.Volume)
self._cooldown_remaining = cooldown
elif self.Position > 0 and price < mid:
self.SellMarket(Math.Abs(self.Position))
self._cooldown_remaining = cooldown
elif self.Position < 0 and price > mid:
self.BuyMarket(Math.Abs(self.Position))
self._cooldown_remaining = cooldown
self._prev_close = float(candle.ClosePrice)
self._prev_high = float(candle.HighPrice)
self._prev_low = float(candle.LowPrice)
self._has_prev = True
def CreateClone(self):
return smc_bb_breakout_strategy()