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>
/// ATR trailing stop strategy. Enters on EMA crossover, exits when ATR trailing stop is hit.
/// </summary>
public class ExpAtrTrailingStrategy : Strategy
{
private readonly StrategyParam<int> _stdPeriod;
private readonly StrategyParam<decimal> _stdFactor;
private readonly StrategyParam<int> _fastEma;
private readonly StrategyParam<int> _slowEma;
private readonly StrategyParam<DataType> _candleType;
private decimal _longTrail;
private decimal _shortTrail;
private decimal _prevFast;
private decimal _prevSlow;
private bool _hasPrev;
public int StdPeriod { get => _stdPeriod.Value; set => _stdPeriod.Value = value; }
public decimal StdFactor { get => _stdFactor.Value; set => _stdFactor.Value = value; }
public int FastEma { get => _fastEma.Value; set => _fastEma.Value = value; }
public int SlowEma { get => _slowEma.Value; set => _slowEma.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public ExpAtrTrailingStrategy()
{
_stdPeriod = Param(nameof(StdPeriod), 14)
.SetGreaterThanZero()
.SetDisplay("StdDev Period", "StdDev period", "Indicators");
_stdFactor = Param(nameof(StdFactor), 2m)
.SetDisplay("StdDev Factor", "StdDev multiplier for trailing stop", "Indicators");
_fastEma = Param(nameof(FastEma), 10)
.SetGreaterThanZero()
.SetDisplay("Fast EMA", "Fast EMA for entry", "Indicators");
_slowEma = Param(nameof(SlowEma), 30)
.SetGreaterThanZero()
.SetDisplay("Slow EMA", "Slow EMA for entry", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
protected override void OnReseted()
{
base.OnReseted();
_longTrail = 0;
_shortTrail = 0;
_prevFast = 0;
_prevSlow = 0;
_hasPrev = false;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fast = new ExponentialMovingAverage { Length = FastEma };
var slow = new ExponentialMovingAverage { Length = SlowEma };
var stdDev = new StandardDeviation { Length = StdPeriod };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(fast, slow, stdDev, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, fast);
DrawIndicator(area, slow);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal fast, decimal slow, decimal stdVal)
{
if (candle.State != CandleStates.Finished)
return;
// Trail management
if (Position > 0)
{
var stop = candle.ClosePrice - stdVal * StdFactor;
if (stop > _longTrail)
_longTrail = stop;
if (candle.LowPrice <= _longTrail)
{
SellMarket();
_longTrail = 0;
}
}
else if (Position < 0)
{
var stop = candle.ClosePrice + stdVal * StdFactor;
if (stop < _shortTrail || _shortTrail == 0)
_shortTrail = stop;
if (candle.HighPrice >= _shortTrail)
{
BuyMarket();
_shortTrail = 0;
}
}
// Entry signals
if (_hasPrev && stdVal > 0)
{
var crossUp = _prevFast <= _prevSlow && fast > slow;
var crossDown = _prevFast >= _prevSlow && fast < slow;
if (crossUp && Position <= 0)
{
BuyMarket();
_longTrail = candle.ClosePrice - stdVal * StdFactor;
_shortTrail = 0;
}
else if (crossDown && Position >= 0)
{
SellMarket();
_shortTrail = candle.ClosePrice + stdVal * StdFactor;
_longTrail = 0;
}
}
_prevFast = fast;
_prevSlow = slow;
_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
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import ExponentialMovingAverage, StandardDeviation
from StockSharp.Algo.Strategies import Strategy
class exp_atr_trailing_strategy(Strategy):
def __init__(self):
super(exp_atr_trailing_strategy, self).__init__()
self._std_period = self.Param("StdPeriod", 14) \
.SetDisplay("StdDev Period", "StdDev period", "Indicators")
self._std_factor = self.Param("StdFactor", 2.0) \
.SetDisplay("StdDev Factor", "StdDev multiplier for trailing stop", "Indicators")
self._fast_ema = self.Param("FastEma", 10) \
.SetDisplay("Fast EMA", "Fast EMA for entry", "Indicators")
self._slow_ema = self.Param("SlowEma", 30) \
.SetDisplay("Slow EMA", "Slow EMA for entry", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._long_trail = 0.0
self._short_trail = 0.0
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
@property
def std_period(self):
return self._std_period.Value
@property
def std_factor(self):
return self._std_factor.Value
@property
def fast_ema(self):
return self._fast_ema.Value
@property
def slow_ema(self):
return self._slow_ema.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(exp_atr_trailing_strategy, self).OnReseted()
self._long_trail = 0.0
self._short_trail = 0.0
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
def OnStarted2(self, time):
super(exp_atr_trailing_strategy, self).OnStarted2(time)
fast = ExponentialMovingAverage()
fast.Length = self.fast_ema
slow = ExponentialMovingAverage()
slow.Length = self.slow_ema
std_dev = StandardDeviation()
std_dev.Length = self.std_period
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(fast, slow, std_dev, self.on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, fast)
self.DrawIndicator(area, slow)
self.DrawOwnTrades(area)
def on_process(self, candle, fast, slow, std_val):
if candle.State != CandleStates.Finished:
return
# Trail management
if self.Position > 0:
stop = candle.ClosePrice - std_val * self.std_factor
if stop > self._long_trail:
self._long_trail = stop
if candle.LowPrice <= self._long_trail:
self.SellMarket()
self._long_trail = 0
elif self.Position < 0:
stop = candle.ClosePrice + std_val * self.std_factor
if stop < self._short_trail or self._short_trail == 0:
self._short_trail = stop
if candle.HighPrice >= self._short_trail:
self.BuyMarket()
self._short_trail = 0
# Entry signals
if self._has_prev and std_val > 0:
cross_up = self._prev_fast <= self._prev_slow and fast > slow
cross_down = self._prev_fast >= self._prev_slow and fast < slow
if cross_up and self.Position <= 0:
self.BuyMarket()
self._long_trail = candle.ClosePrice - std_val * self.std_factor
self._short_trail = 0
elif cross_down and self.Position >= 0:
self.SellMarket()
self._short_trail = candle.ClosePrice + std_val * self.std_factor
self._long_trail = 0
self._prev_fast = fast
self._prev_slow = slow
self._has_prev = True
def CreateClone(self):
return exp_atr_trailing_strategy()