using System;
using System.Collections.Generic;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Double-smoothed moving average slope strategy.
/// Uses two SMAs (fast and slow). Trades on slope direction changes.
/// </summary>
public class ColorX2MaDigitNn3MmrecStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _fastLength;
private readonly StrategyParam<int> _slowLength;
private decimal? _prevFast;
private decimal? _prevSlow;
private int _prevSignal;
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
public int FastLength
{
get => _fastLength.Value;
set => _fastLength.Value = value;
}
public int SlowLength
{
get => _slowLength.Value;
set => _slowLength.Value = value;
}
public ColorX2MaDigitNn3MmrecStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(1).TimeFrame())
.SetDisplay("Candle Type", "Timeframe", "General");
_fastLength = Param(nameof(FastLength), 8)
.SetGreaterThanZero()
.SetDisplay("Fast Length", "Fast SMA period", "Indicators");
_slowLength = Param(nameof(SlowLength), 21)
.SetGreaterThanZero()
.SetDisplay("Slow Length", "Slow SMA period", "Indicators");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevFast = null;
_prevSlow = null;
_prevSignal = 0;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fastSma = new ExponentialMovingAverage { Length = FastLength };
var slowSma = new ExponentialMovingAverage { Length = SlowLength };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(fastSma, slowSma, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, fastSma);
DrawIndicator(area, slowSma);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal fastVal, decimal slowVal)
{
if (candle.State != CandleStates.Finished)
return;
if (_prevFast == null || _prevSlow == null)
{
_prevFast = fastVal;
_prevSlow = slowVal;
return;
}
if (!IsFormedAndOnlineAndAllowTrading())
{
_prevFast = fastVal;
_prevSlow = slowVal;
return;
}
// Determine signal based on fast vs slow crossover
var signal = fastVal > slowVal ? 1 : fastVal < slowVal ? -1 : _prevSignal;
_prevFast = fastVal;
_prevSlow = slowVal;
if (signal == _prevSignal)
return;
var oldSignal = _prevSignal;
_prevSignal = signal;
if (signal == 1 && oldSignal <= 0)
{
if (Position < 0)
BuyMarket();
if (Position <= 0)
BuyMarket();
}
else if (signal == -1 && oldSignal >= 0)
{
if (Position > 0)
SellMarket();
if (Position >= 0)
SellMarket();
}
}
}
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
from StockSharp.Algo.Strategies import Strategy
class color_x2_ma_digit_nn3_mmrec_strategy(Strategy):
def __init__(self):
super(color_x2_ma_digit_nn3_mmrec_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(1))) \
.SetDisplay("Candle Type", "Timeframe", "General")
self._fast_length = self.Param("FastLength", 8) \
.SetDisplay("Fast Length", "Fast SMA period", "Indicators")
self._slow_length = self.Param("SlowLength", 21) \
.SetDisplay("Slow Length", "Slow SMA period", "Indicators")
self._prev_fast = None
self._prev_slow = None
self._prev_signal = 0
@property
def CandleType(self):
return self._candle_type.Value
@property
def FastLength(self):
return self._fast_length.Value
@property
def SlowLength(self):
return self._slow_length.Value
def OnReseted(self):
super(color_x2_ma_digit_nn3_mmrec_strategy, self).OnReseted()
self._prev_fast = None
self._prev_slow = None
self._prev_signal = 0
def OnStarted2(self, time):
super(color_x2_ma_digit_nn3_mmrec_strategy, self).OnStarted2(time)
self._prev_fast = None
self._prev_slow = None
self._prev_signal = 0
fast_ema = ExponentialMovingAverage()
fast_ema.Length = self.FastLength
slow_ema = ExponentialMovingAverage()
slow_ema.Length = self.SlowLength
subscription = self.SubscribeCandles(self.CandleType)
subscription.Bind(fast_ema, slow_ema, self._on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, fast_ema)
self.DrawIndicator(area, slow_ema)
self.DrawOwnTrades(area)
def _on_process(self, candle, fast_value, slow_value):
if candle.State != CandleStates.Finished:
return
fv = float(fast_value)
sv = float(slow_value)
if self._prev_fast is None or self._prev_slow is None:
self._prev_fast = fv
self._prev_slow = sv
return
if fv > sv:
signal = 1
elif fv < sv:
signal = -1
else:
signal = self._prev_signal
self._prev_fast = fv
self._prev_slow = sv
if signal == self._prev_signal:
return
old_signal = self._prev_signal
self._prev_signal = signal
if signal == 1 and old_signal <= 0:
if self.Position < 0:
self.BuyMarket()
if self.Position <= 0:
self.BuyMarket()
elif signal == -1 and old_signal >= 0:
if self.Position > 0:
self.SellMarket()
if self.Position >= 0:
self.SellMarket()
def CreateClone(self):
return color_x2_ma_digit_nn3_mmrec_strategy()