Стратегия пересечения МА с учётом состояния
Стратегия выбирает различные пары скользящих средних в зависимости от наклона и положения цены относительно базовой EMA. Длинная позиция открывается при пересечении быстрой МА выше медленной и закрывается при обратном пересечении.
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>
/// State-aware MA cross strategy.
/// Uses EMA crossover with Hull MA as trend filter.
/// Buys when fast EMA crosses above slow EMA in uptrend, sells on cross below in downtrend.
/// </summary>
public class StateAwareMaCrossStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _fastLength;
private readonly StrategyParam<int> _slowLength;
private readonly StrategyParam<int> _cooldownBars;
private decimal _prevFast;
private decimal _prevSlow;
private int _barIndex;
private int _lastTradeBar;
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Fast EMA period.
/// </summary>
public int FastLength
{
get => _fastLength.Value;
set => _fastLength.Value = value;
}
/// <summary>
/// Slow EMA period.
/// </summary>
public int SlowLength
{
get => _slowLength.Value;
set => _slowLength.Value = value;
}
/// <summary>
/// Cooldown bars between trades.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public StateAwareMaCrossStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
_fastLength = Param(nameof(FastLength), 15)
.SetGreaterThanZero()
.SetDisplay("Fast EMA", "Fast EMA period", "Indicators");
_slowLength = Param(nameof(SlowLength), 45)
.SetGreaterThanZero()
.SetDisplay("Slow EMA", "Slow EMA period", "Indicators");
_cooldownBars = Param(nameof(CooldownBars), 350)
.SetDisplay("Cooldown Bars", "Bars between trades", "Trading");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevFast = 0;
_prevSlow = 0;
_barIndex = 0;
_lastTradeBar = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fastEma = new ExponentialMovingAverage { Length = FastLength };
var slowEma = new ExponentialMovingAverage { Length = SlowLength };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(fastEma, slowEma, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, fastEma);
DrawIndicator(area, slowEma);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal fastValue, decimal slowValue)
{
if (candle.State != CandleStates.Finished)
return;
_barIndex++;
var cooldownOk = _barIndex - _lastTradeBar > CooldownBars;
var crossUp = _prevFast > 0 && _prevFast <= _prevSlow && fastValue > slowValue;
var crossDown = _prevFast > 0 && _prevFast >= _prevSlow && fastValue < slowValue;
if (crossUp && Position <= 0 && cooldownOk)
{
BuyMarket();
_lastTradeBar = _barIndex;
}
else if (crossDown && Position >= 0 && cooldownOk)
{
SellMarket();
_lastTradeBar = _barIndex;
}
_prevFast = fastValue;
_prevSlow = slowValue;
}
}
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 state_aware_ma_cross_strategy(Strategy):
def __init__(self):
super(state_aware_ma_cross_strategy, self).__init__()
self._fast_length = self.Param("FastLength", 15).SetGreaterThanZero().SetDisplay("Fast EMA", "Fast EMA period", "Indicators")
self._slow_length = self.Param("SlowLength", 45).SetGreaterThanZero().SetDisplay("Slow EMA", "Slow EMA period", "Indicators")
self._cooldown_bars = self.Param("CooldownBars", 350).SetDisplay("Cooldown Bars", "Bars between trades", "Trading")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))).SetDisplay("Candle Type", "Type of candles", "General")
@property
def CandleType(self): return self._candle_type.Value
@CandleType.setter
def CandleType(self, value): self._candle_type.Value = value
def OnReseted(self):
super(state_aware_ma_cross_strategy, self).OnReseted()
self._prev_fast = 0
self._prev_slow = 0
self._bar_index = 0
self._last_trade_bar = 0
def OnStarted2(self, time):
super(state_aware_ma_cross_strategy, self).OnStarted2(time)
self._prev_fast = 0
self._prev_slow = 0
self._bar_index = 0
self._last_trade_bar = 0
fast_ema = ExponentialMovingAverage()
fast_ema.Length = self._fast_length.Value
slow_ema = ExponentialMovingAverage()
slow_ema.Length = self._slow_length.Value
sub = self.SubscribeCandles(self.CandleType)
sub.Bind(fast_ema, slow_ema, self.OnProcess).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, sub)
self.DrawIndicator(area, fast_ema)
self.DrawIndicator(area, slow_ema)
self.DrawOwnTrades(area)
def OnProcess(self, candle, fast_val, slow_val):
if candle.State != CandleStates.Finished:
return
self._bar_index += 1
cooldown_ok = self._bar_index - self._last_trade_bar > self._cooldown_bars.Value
cross_up = self._prev_fast > 0 and self._prev_fast <= self._prev_slow and fast_val > slow_val
cross_down = self._prev_fast > 0 and self._prev_fast >= self._prev_slow and fast_val < slow_val
if cross_up and self.Position <= 0 and cooldown_ok:
self.BuyMarket()
self._last_trade_bar = self._bar_index
elif cross_down and self.Position >= 0 and cooldown_ok:
self.SellMarket()
self._last_trade_bar = self._bar_index
self._prev_fast = fast_val
self._prev_slow = slow_val
def CreateClone(self):
return state_aware_ma_cross_strategy()