Estratégia MAVA Xonax
Esta estratégia usa médias móveis exponenciais de preços de abertura e fechamento para detectar mudanças de direção. As distâncias de stop loss e take profit são derivadas das EMAs de máxima e mínima, garantindo que as operações tenham níveis de risco e recompensa predefinidos.
Detalhes
- Critérios de entrada:
- Comprado: A EMA de abertura cruza acima da EMA de fechamento usando as duas últimas barras concluídas.
- Vendido: A EMA de abertura cruza abaixo da EMA de fechamento usando as duas últimas barras concluídas.
- Comprado/Vendido: Ambos
- Stops: Stop loss e take profit fixos baseados em intervalos de EMA.
- Valores padrão:
EmaPeriod= 6CandleType= TimeSpan.FromMinutes(240).TimeFrame()
- Filtros:
- Categoria: Reversão
- Direção: Ambos
- Indicadores: EMA
- Stops: Sim
- Complexidade: Básico
- Período: Longo prazo
- Sazonalidade: Não
- Redes neurais: Não
- Divergência: Não
- Nível de risco: Médio
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>
/// MAVA Xonax: crossing of the OPEN-price EMA above/below the CLOSE-price EMA
/// on the two most recently completed candles. High/low EMA values set initial risk.
/// </summary>
public class MavaXonaxStrategy : Strategy
{
private readonly StrategyParam<int> _emaPeriod;
private readonly StrategyParam<int> _signalCooldownBars;
private readonly StrategyParam<DataType> _candleType;
private EMA _emaOpen, _emaClose, _emaHigh, _emaLow;
private decimal _previousOpen, _previousClose;
private bool _havePrevious;
private decimal _longStop, _longTake, _shortStop, _shortTake;
private int _cooldownRemaining;
public int EmaPeriod { get => _emaPeriod.Value; set => _emaPeriod.Value = value; }
public int SignalCooldownBars { get => _signalCooldownBars.Value; set => _signalCooldownBars.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public MavaXonaxStrategy()
{
_emaPeriod = Param(nameof(EmaPeriod), 6).SetGreaterThanZero()
.SetDisplay("EMA Period", "EMA period", "General");
_signalCooldownBars = Param(nameof(SignalCooldownBars), 1).SetGreaterThanZero()
.SetDisplay("Signal Cooldown", "Bars to wait after entry or exit", "General");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(240).TimeFrame())
.SetDisplay("Candle Type", "Candle timeframe", "General");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
protected override void OnReseted()
{
base.OnReseted();
_emaOpen = _emaClose = _emaHigh = _emaLow = null;
_havePrevious = false;
_previousOpen = _previousClose = 0m;
_longStop = _longTake = _shortStop = _shortTake = 0m;
_cooldownRemaining = 0;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_emaOpen = new EMA { Length = EmaPeriod };
_emaClose = new EMA { Length = EmaPeriod };
_emaHigh = new EMA { Length = EmaPeriod };
_emaLow = new EMA { Length = EmaPeriod };
_havePrevious = false;
_cooldownRemaining = 0;
SubscribeCandles(CandleType).Bind(_emaClose, ProcessCandle).Start();
}
private void ProcessCandle(ICandleMessage candle, decimal closeEma)
{
if (candle.State != CandleStates.Finished)
return;
var coolingDown = _cooldownRemaining > 0;
if (coolingDown)
_cooldownRemaining--;
var open = _emaOpen.Process(candle.OpenPrice, candle.ServerTime, true);
var high = _emaHigh.Process(candle.HighPrice, candle.ServerTime, true);
var low = _emaLow.Process(candle.LowPrice, candle.ServerTime, true);
if (!open.IsFinal || !high.IsFinal || !low.IsFinal)
return;
var openEma = open.ToDecimal();
var highEma = high.ToDecimal();
var lowEma = low.ToDecimal();
var formed = _emaOpen.IsFormed && _emaClose.IsFormed && _emaHigh.IsFormed && _emaLow.IsFormed;
var closed = false;
// Preliminary candle-close protection: true intrabar execution still needs native replay.
if (Position > 0m && (candle.ClosePrice <= _longStop || candle.ClosePrice >= _longTake))
{
SellMarket(Position); // Exit the entire actual position, never just the default order size.
_cooldownRemaining = SignalCooldownBars;
closed = true;
}
else if (Position < 0m && (candle.ClosePrice >= _shortStop || candle.ClosePrice <= _shortTake))
{
BuyMarket(-Position);
_cooldownRemaining = SignalCooldownBars;
closed = true;
}
if (formed && _havePrevious && !closed && !coolingDown && _cooldownRemaining == 0 && Position == 0m && IsFormedAndOnlineAndAllowTrading())
{
var crossUp = _previousOpen <= _previousClose && openEma > closeEma;
var crossDown = _previousOpen >= _previousClose && openEma < closeEma;
var step = Security.PriceStep is > 0m ? Security.PriceStep.Value : 1m;
if (crossUp || crossDown)
{
var takeDistance = Math.Max(highEma - lowEma, 600m * step);
var stopDistance = crossUp
? Math.Clamp(2m * (openEma - lowEma), step, 400m * step)
: Math.Clamp(2m * (highEma - closeEma), step, 400m * step);
// Candle-close anchor is provisional; actual fill-price anchoring remains unverified.
if (crossUp)
{
_longStop = candle.ClosePrice - stopDistance;
_longTake = candle.ClosePrice + takeDistance;
BuyMarket();
}
else
{
_shortStop = candle.ClosePrice + stopDistance;
_shortTake = candle.ClosePrice - takeDistance;
SellMarket();
}
_cooldownRemaining = SignalCooldownBars;
}
}
// Only completed-bar EMA values become the reference for the next crossing.
_previousOpen = openEma;
_previousClose = closeEma;
_havePrevious = formed;
}
}
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
from indicator_extensions import process_float
class mava_xonax_strategy(Strategy):
"""Long: open-price EMA crosses ABOVE close-price EMA; short: crosses BELOW."""
def __init__(self):
super(mava_xonax_strategy, self).__init__()
self._ema_period = self.Param("EmaPeriod", 6).SetDisplay("EMA Period", "EMA period", "General")
self._cooldown_bars = self.Param("SignalCooldownBars", 1).SetDisplay(
"Signal Cooldown", "Bars to wait after entry or exit", "General")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(240))).SetDisplay(
"Candle Type", "Candles", "General")
self._ema_close = self._ema_open = self._ema_high = self._ema_low = None
self._previous_open = 0.0
self._previous_close = 0.0
self._have_previous = False
self._long_stop = self._long_take = 0.0
self._short_stop = self._short_take = 0.0
self._cooldown_remaining = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(mava_xonax_strategy, self).OnReseted()
self._ema_close = self._ema_open = self._ema_high = self._ema_low = None
self._previous_open = self._previous_close = 0.0
self._have_previous = False
self._long_stop = self._long_take = 0.0
self._short_stop = self._short_take = 0.0
self._cooldown_remaining = 0
def OnStarted2(self, time):
super(mava_xonax_strategy, self).OnStarted2(time)
self._ema_close = ExponentialMovingAverage()
self._ema_open = ExponentialMovingAverage()
self._ema_high = ExponentialMovingAverage()
self._ema_low = ExponentialMovingAverage()
for indicator in (self._ema_close, self._ema_open, self._ema_high, self._ema_low):
indicator.Length = self._ema_period.Value
self._have_previous = False
self._cooldown_remaining = 0
self.SubscribeCandles(self.candle_type).Bind(self._ema_close, self._process_candle).Start()
def _process_candle(self, candle, close_ema_val):
if candle.State != CandleStates.Finished:
return
cooling_down = self._cooldown_remaining > 0
if cooling_down:
self._cooldown_remaining -= 1
open_value = process_float(self._ema_open, candle.OpenPrice, candle.ServerTime, True)
high_value = process_float(self._ema_high, candle.HighPrice, candle.ServerTime, True)
low_value = process_float(self._ema_low, candle.LowPrice, candle.ServerTime, True)
if not open_value.IsFinal or not high_value.IsFinal or not low_value.IsFinal:
return
open_ema = float(open_value)
high_ema = float(high_value)
low_ema = float(low_value)
close_ema = float(close_ema_val)
close = float(candle.ClosePrice)
formed = all(ind.IsFormed for ind in (self._ema_open, self._ema_close, self._ema_high, self._ema_low))
closed = False
# Provisional candle-close risk exits; actual quote/fill behavior needs native replay.
if self.Position > 0 and (close <= self._long_stop or close >= self._long_take):
self.SellMarket(self.Position)
self._cooldown_remaining = self._cooldown_bars.Value
closed = True
elif self.Position < 0 and (close >= self._short_stop or close <= self._short_take):
self.BuyMarket(-self.Position)
self._cooldown_remaining = self._cooldown_bars.Value
closed = True
if formed and self._have_previous and not closed and not cooling_down and self._cooldown_remaining == 0 and self.Position == 0 and self.IsFormedAndOnlineAndAllowTrading():
cross_up = self._previous_open <= self._previous_close and open_ema > close_ema
cross_down = self._previous_open >= self._previous_close and open_ema < close_ema
if cross_up or cross_down:
raw_step = getattr(self.Security, 'PriceStep', None)
step = float(raw_step) if raw_step is not None and float(raw_step) > 0 else 1.0
take_distance = max(high_ema - low_ema, 600.0 * step)
stop_raw = 2.0 * (open_ema - low_ema) if cross_up else 2.0 * (high_ema - close_ema)
stop_distance = max(step, min(stop_raw, 400.0 * step))
if cross_up:
self._long_stop = close - stop_distance
self._long_take = close + take_distance
self.BuyMarket()
else:
self._short_stop = close + stop_distance
self._short_take = close - take_distance
self.SellMarket()
self._cooldown_remaining = self._cooldown_bars.Value
self._previous_open = open_ema
self._previous_close = close_ema
self._have_previous = formed
def CreateClone(self):
return mava_xonax_strategy()