Стратегия ColorXvaMA Digit
Стратегия торгует на изменении наклона двойного сглаженного среднего. Экспоненциальное среднее дополнительно сглаживается средним Jurik. Длинная позиция открывается, когда быстрая JMA пересекает медленную EMA сверху, короткая — когда пересекает снизу.
Детали
- Условия входа:
- Лонг: быстрая JMA пересекает медленную EMA сверху.
- Шорт: быстрая JMA пересекает медленную EMA снизу.
- Лонг/Шорт: обе стороны.
- Условия выхода: противоположный сигнал.
- Стопы: нет.
- Значения по умолчанию:
SlowLength= 15FastLength= 5
- Фильтры:
- Категория: Следование тренду
- Направление: Оба
- Индикаторы: EMA, JMA
- Стопы: Нет
- Сложность: Низкая
- Таймфрейм: 8h
- Сезонность: Нет
- Нейросети: Нет
- Дивергенция: Нет
- Уровень риска: Средний
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>
/// Strategy based on the slope change of a double-smoothed moving average.
/// Uses an EMA and JMA combination to detect trend reversals.
/// </summary>
public class ColorXvaMADigitStrategy : Strategy
{
private readonly StrategyParam<int> _slowLength;
private readonly StrategyParam<int> _fastLength;
private readonly StrategyParam<DataType> _candleType;
private ExponentialMovingAverage _slowMa;
private JurikMovingAverage _fastMa;
private int _previousDirection;
public int SlowLength
{
get => _slowLength.Value;
set => _slowLength.Value = value;
}
public int FastLength
{
get => _fastLength.Value;
set => _fastLength.Value = value;
}
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
public ColorXvaMADigitStrategy()
{
_slowLength = Param(nameof(SlowLength), 15)
.SetGreaterThanZero()
.SetDisplay("Slow Length", "EMA period", "Indicators");
_fastLength = Param(nameof(FastLength), 5)
.SetGreaterThanZero()
.SetDisplay("Fast Length", "JMA period", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_previousDirection = 0;
_slowMa = null;
_fastMa = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_previousDirection = 0;
_slowMa = new ExponentialMovingAverage { Length = SlowLength };
_fastMa = new JurikMovingAverage { Length = FastLength };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(_slowMa, _fastMa, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, _slowMa);
DrawIndicator(area, _fastMa);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal slowValue, decimal fastValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
{
_previousDirection = fastValue > slowValue ? 1 : -1;
return;
}
var direction = fastValue > slowValue ? 1 : -1;
if (direction != _previousDirection && _previousDirection != 0)
{
if (direction > 0 && Position <= 0)
BuyMarket();
else if (direction < 0 && Position >= 0)
SellMarket();
}
_previousDirection = direction;
}
}
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, JurikMovingAverage
from StockSharp.Algo.Strategies import Strategy
class color_xva_ma_digit_strategy(Strategy):
def __init__(self):
super(color_xva_ma_digit_strategy, self).__init__()
self._slow_length = self.Param("SlowLength", 15) \
.SetDisplay("Slow Length", "EMA period", "Indicators")
self._fast_length = self.Param("FastLength", 5) \
.SetDisplay("Fast Length", "JMA period", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._previous_direction = 0
@property
def slow_length(self):
return self._slow_length.Value
@property
def fast_length(self):
return self._fast_length.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(color_xva_ma_digit_strategy, self).OnReseted()
self._previous_direction = 0
def OnStarted2(self, time):
super(color_xva_ma_digit_strategy, self).OnStarted2(time)
self._previous_direction = 0
slow_ma = ExponentialMovingAverage()
slow_ma.Length = int(self.slow_length)
fast_ma = JurikMovingAverage()
fast_ma.Length = int(self.fast_length)
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(slow_ma, fast_ma, self.process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, slow_ma)
self.DrawIndicator(area, fast_ma)
self.DrawOwnTrades(area)
def process_candle(self, candle, slow_value, fast_value):
if candle.State != CandleStates.Finished:
return
slow_value = float(slow_value)
fast_value = float(fast_value)
direction = 1 if fast_value > slow_value else -1
if direction != self._previous_direction and self._previous_direction != 0:
if direction > 0 and self.Position <= 0:
self.BuyMarket()
elif direction < 0 and self.Position >= 0:
self.SellMarket()
self._previous_direction = direction
def CreateClone(self):
return color_xva_ma_digit_strategy()