Стратегия Momo Trades
Конверсия оригинального советника MetaTrader "Momo_trades", торгующего пробои импульса с фильтрами по скользящей средней и структуре MACD.
Логика стратегии
- Работает только по завершённым свечам выбранного таймфрейма и поддерживает одну совокупную позицию.
- Использует простую скользящую среднюю с настраиваемым сдвигом бара, чтобы измерять удалённость цены закрытия от средней. Для покупок цена закрытия выбранного бара должна быть выше SMA на величину, превышающую параметр смещения; для продаж — ниже на ту же величину.
- Проверяет каскадное условие по основной линии MACD, полностью повторяющее правила из MQL: несколько прошлых значений должны последовательно расти и пересекать ноль для входа в лонг либо падать и пересекать ноль для шорта, что защищает от ослабления импульса.
- Открывает рыночную сделку с объёмом стратегии, когда фильтр SMA и шаблон MACD совпадают по направлению.
Управление рисками
- Стоп-лосс, тейк-профит, трейлинг-стоп, шаг трейлинга, перевод в безубыток и порог смещения задаются в пунктах и автоматически переводятся в ценовые единицы через шаг цены инструмента.
- При заданных тейк-профите и трейлинг-стопе стоп подтягивается только после прохождения ценой суммы трейлинга и шага, полностью воспроизводя логику MQL-версии.
- При отсутствии тейк-профита и активном параметре безубытка стоп переносится на цену входа, как только достигается порог безубытка.
- Все уровни пересчитываются на каждой завершённой свече и закрывают позицию рыночными ордерами при пересечении минимумом или максимумом свечи.
Управление сессией
- Флаг
CloseEndDayсоответствует оригиналу: позиция закрывается в 23:00 (в пятницу в 21:00) по времени площадки. После указанного часа стратегия пропускает новые входы до следующего дня.
Параметры
- SMA Period / MA Bar Shift – период скользящей средней и индекс бара, по которому берутся значения SMA и цены.
- MACD Fast / Slow / Signal / Bar Shift – настройки MACD и сдвиг, используемый при проверке паттерна импульса.
- Stop Loss / Take Profit / Trailing Stop / Trailing Step / Breakeven / Price Shift – расстояния в пунктах для выхода, трейлинга и фильтра SMA.
- Close End Of Day – закрытие позиций перед окончанием торговой сессии.
- Candle Type – тип свечей, используемых для расчётов и сигналов.
using System;
using System.Linq;
using System.Collections.Generic;
using Ecng.Common;
using Ecng.Collections;
using Ecng.Serialization;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Momentum strategy based on MACD momentum and distance from SMA similar to the original MQL logic.
/// </summary>
public class MomoTradesStrategy : Strategy
{
private readonly StrategyParam<int> _smaPeriod;
private readonly StrategyParam<int> _maBarShift;
private readonly StrategyParam<int> _macdFast;
private readonly StrategyParam<int> _macdSlow;
private readonly StrategyParam<int> _macdSignal;
private readonly StrategyParam<int> _macdBarShift;
private readonly StrategyParam<decimal> _stopLossPips;
private readonly StrategyParam<decimal> _takeProfitPips;
private readonly StrategyParam<decimal> _trailingStopPips;
private readonly StrategyParam<decimal> _trailingStepPips;
private readonly StrategyParam<decimal> _breakevenPips;
private readonly StrategyParam<decimal> _priceShiftPips;
private readonly StrategyParam<bool> _closeEndDay;
private readonly StrategyParam<DataType> _candleType;
private SimpleMovingAverage _sma;
private MovingAverageConvergenceDivergence _macd;
// Indicators follow the same configuration as in the MQL script.
private readonly decimal[] _macdHistory = new decimal[64];
private readonly decimal[] _maHistory = new decimal[64];
private readonly decimal[] _closeHistory = new decimal[64];
// Buffers store the recent history required for shifted indicator access.
private int _macdCount;
private int _maCount;
private int _closeCount;
private decimal _entryPrice;
private decimal? _stopPrice;
private decimal? _takePrice;
private decimal? _breakevenTrigger;
private decimal? _trailingDistance;
private decimal? _trailingStep;
private bool _isLongPosition;
private int _cooldownCounter;
// Position management state persists between candles.
public int SmaPeriod
{
get => _smaPeriod.Value;
set => _smaPeriod.Value = value;
}
public int MaBarShift
{
get => _maBarShift.Value;
set => _maBarShift.Value = value;
}
public int MacdFast
{
get => _macdFast.Value;
set => _macdFast.Value = value;
}
public int MacdSlow
{
get => _macdSlow.Value;
set => _macdSlow.Value = value;
}
public int MacdSignal
{
get => _macdSignal.Value;
set => _macdSignal.Value = value;
}
public int MacdBarShift
{
get => _macdBarShift.Value;
set => _macdBarShift.Value = value;
}
public decimal StopLossPips
{
get => _stopLossPips.Value;
set => _stopLossPips.Value = value;
}
public decimal TakeProfitPips
{
get => _takeProfitPips.Value;
set => _takeProfitPips.Value = value;
}
public decimal TrailingStopPips
{
get => _trailingStopPips.Value;
set => _trailingStopPips.Value = value;
}
public decimal TrailingStepPips
{
get => _trailingStepPips.Value;
set => _trailingStepPips.Value = value;
}
public decimal BreakevenPips
{
get => _breakevenPips.Value;
set => _breakevenPips.Value = value;
}
public decimal PriceShiftPips
{
get => _priceShiftPips.Value;
set => _priceShiftPips.Value = value;
}
public bool CloseEndDay
{
get => _closeEndDay.Value;
set => _closeEndDay.Value = value;
}
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
public MomoTradesStrategy()
{
_smaPeriod = Param(nameof(SmaPeriod), 22).SetGreaterThanZero().SetDisplay("SMA Period", "Period of the moving average", "Indicators");
_maBarShift = Param(nameof(MaBarShift), 6).SetNotNegative().SetDisplay("MA Bar Shift", "Bar shift used for SMA comparison", "Indicators");
_macdFast = Param(nameof(MacdFast), 12).SetGreaterThanZero().SetDisplay("MACD Fast", "Fast EMA period for MACD", "Indicators");
_macdSlow = Param(nameof(MacdSlow), 26).SetGreaterThanZero().SetDisplay("MACD Slow", "Slow EMA period for MACD", "Indicators");
_macdSignal = Param(nameof(MacdSignal), 9).SetGreaterThanZero().SetDisplay("MACD Signal", "Signal SMA period for MACD", "Indicators");
_macdBarShift = Param(nameof(MacdBarShift), 2).SetNotNegative().SetDisplay("MACD Bar Shift", "Offset applied to MACD values", "Indicators");
_stopLossPips = Param(nameof(StopLossPips), 25m).SetNotNegative().SetDisplay("Stop Loss", "Stop loss distance in pips", "Risk");
_takeProfitPips = Param(nameof(TakeProfitPips), 0m).SetNotNegative().SetDisplay("Take Profit", "Take profit distance in pips", "Risk");
_trailingStopPips = Param(nameof(TrailingStopPips), 0m).SetNotNegative().SetDisplay("Trailing Stop", "Trailing stop distance in pips", "Risk");
_trailingStepPips = Param(nameof(TrailingStepPips), 5m).SetNotNegative().SetDisplay("Trailing Step", "Trailing step distance in pips", "Risk");
_breakevenPips = Param(nameof(BreakevenPips), 10m).SetNotNegative().SetDisplay("Breakeven", "Distance to move stop to breakeven", "Risk");
_priceShiftPips = Param(nameof(PriceShiftPips), 5m).SetNotNegative().SetDisplay("Price Shift", "Required price distance from SMA", "Filters");
_closeEndDay = Param(nameof(CloseEndDay), true).SetDisplay("Close End Of Day", "Close positions near session end", "Risk");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(1).TimeFrame()).SetDisplay("Candle Type", "Source candles for calculations", "General");
Volume = 1m;
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
Array.Clear(_macdHistory, 0, _macdHistory.Length);
Array.Clear(_maHistory, 0, _maHistory.Length);
Array.Clear(_closeHistory, 0, _closeHistory.Length);
_macdCount = 0;
_maCount = 0;
_closeCount = 0;
_entryPrice = 0m;
_stopPrice = null;
_takePrice = null;
_breakevenTrigger = null;
_trailingDistance = null;
_trailingStep = null;
_isLongPosition = false;
_cooldownCounter = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_sma = new SimpleMovingAverage { Length = SmaPeriod };
_macd = new MovingAverageConvergenceDivergence
{
ShortMa = { Length = MacdFast },
LongMa = { Length = MacdSlow },
};
var subscription = SubscribeCandles(CandleType);
subscription.Bind(_sma, _macd, ProcessCandle).Start();
}
// Process each finished candle to evaluate entries with indicator filters.
private void ProcessCandle(ICandleMessage candle, decimal smaValue, decimal macdValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!_sma.IsFormed || !_macd.IsFormed)
return;
PushValue(_closeHistory, ref _closeCount, candle.ClosePrice);
PushValue(_maHistory, ref _maCount, smaValue);
PushValue(_macdHistory, ref _macdCount, macdValue);
// Cache the latest values so shifted lookups mimic the MQL buffer usage.
ManageActivePosition(candle);
if (_cooldownCounter > 0)
{
_cooldownCounter--;
return;
}
if (Position != 0)
return;
if (CloseEndDay && ShouldCloseForDay(candle))
return;
if (!TryGetHistoryValue(_closeHistory, _closeCount, MaBarShift, out var shiftedClose))
return;
if (!TryGetHistoryValue(_maHistory, _maCount, MaBarShift, out var shiftedMa))
return;
var priceShift = GetPipValue(PriceShiftPips);
var emaBuy = shiftedClose - shiftedMa > priceShift;
var emaSell = shiftedMa - shiftedClose > priceShift;
var macdBuy = CheckMacdPattern(true);
var macdSell = CheckMacdPattern(false);
if (macdBuy && emaBuy)
{
EnterLong(candle.ClosePrice);
_cooldownCounter = 5;
}
else if (macdSell && emaSell)
{
EnterShort(candle.ClosePrice);
_cooldownCounter = 5;
}
}
private void ManageActivePosition(ICandleMessage candle)
{
if (Position == 0)
{
return;
}
if (CloseEndDay && ShouldCloseForDay(candle))
{
ClosePosition();
return;
}
var close = candle.ClosePrice;
// Adjust stop levels according to trailing or breakeven rules before exits.
if (_trailingDistance.HasValue && _trailingStep.HasValue)
{
if (_isLongPosition)
{
if (close - _entryPrice > _trailingDistance.Value + _trailingStep.Value)
{
var newStop = close - _trailingDistance.Value;
if (!_stopPrice.HasValue || newStop > _stopPrice.Value)
_stopPrice = newStop;
}
}
else
{
if (_entryPrice - close > _trailingDistance.Value + _trailingStep.Value)
{
var newStop = close + _trailingDistance.Value;
if (!_stopPrice.HasValue || newStop < _stopPrice.Value)
_stopPrice = newStop;
}
}
}
else if (_breakevenTrigger.HasValue)
{
if (_isLongPosition)
{
if (close > _breakevenTrigger.Value)
{
_stopPrice = _entryPrice;
_breakevenTrigger = null;
}
}
else
{
if (close < _breakevenTrigger.Value)
{
_stopPrice = _entryPrice;
_breakevenTrigger = null;
}
}
}
if (_isLongPosition)
{
if (_stopPrice.HasValue && candle.LowPrice <= _stopPrice.Value)
{
SellMarket(Math.Abs(Position));
ResetPositionState();
return;
}
if (_takePrice.HasValue && candle.HighPrice >= _takePrice.Value)
{
SellMarket(Math.Abs(Position));
ResetPositionState();
}
}
else
{
if (_stopPrice.HasValue && candle.HighPrice >= _stopPrice.Value)
{
BuyMarket(Math.Abs(Position));
ResetPositionState();
return;
}
if (_takePrice.HasValue && candle.LowPrice <= _takePrice.Value)
{
BuyMarket(Math.Abs(Position));
ResetPositionState();
}
}
}
private void EnterLong(decimal price)
// Configure protective levels immediately after a long entry.
{
BuyMarket(Volume);
_entryPrice = price;
_isLongPosition = true;
var stop = GetPipValue(StopLossPips);
var take = GetPipValue(TakeProfitPips);
var trail = GetPipValue(TrailingStopPips);
var step = GetPipValue(TrailingStepPips);
var breakeven = GetPipValue(BreakevenPips);
_stopPrice = StopLossPips > 0m ? price - stop : null;
_takePrice = TakeProfitPips > 0m ? price + take : null;
if (TakeProfitPips <= 0m && BreakevenPips > 0m)
_breakevenTrigger = price + breakeven;
else
_breakevenTrigger = null;
if (TakeProfitPips > 0m && TrailingStopPips > 0m && TrailingStepPips > 0m)
{
_trailingDistance = trail;
_trailingStep = step;
}
else
{
_trailingDistance = null;
_trailingStep = null;
}
}
private void EnterShort(decimal price)
// Configure protective levels immediately after a short entry.
{
SellMarket(Volume);
_entryPrice = price;
_isLongPosition = false;
var stop = GetPipValue(StopLossPips);
var take = GetPipValue(TakeProfitPips);
var trail = GetPipValue(TrailingStopPips);
var step = GetPipValue(TrailingStepPips);
var breakeven = GetPipValue(BreakevenPips);
_stopPrice = StopLossPips > 0m ? price + stop : null;
_takePrice = TakeProfitPips > 0m ? price - take : null;
if (TakeProfitPips <= 0m && BreakevenPips > 0m)
_breakevenTrigger = price - breakeven;
else
_breakevenTrigger = null;
if (TakeProfitPips > 0m && TrailingStopPips > 0m && TrailingStepPips > 0m)
{
_trailingDistance = trail;
_trailingStep = step;
}
else
{
_trailingDistance = null;
_trailingStep = null;
}
}
private bool CheckMacdPattern(bool isLong)
// MACD momentum pattern replicates the original conditional cascade.
{
var baseIndex = MacdBarShift;
var required = baseIndex + 8;
if (_macdCount <= required)
return false;
var v3 = _macdHistory[baseIndex + 3];
var v4 = _macdHistory[baseIndex + 4];
var v5 = _macdHistory[baseIndex + 5];
var v6 = _macdHistory[baseIndex + 6];
var v7 = _macdHistory[baseIndex + 7];
var v8 = _macdHistory[baseIndex + 8];
if (isLong)
return v3 > v4 && v4 > v5 && v5 >= 0m && v6 <= 0m && v6 > v7 && v7 > v8;
return v3 < v4 && v4 < v5 && v5 <= 0m && v6 >= 0m && v6 < v7 && v7 < v8;
}
private void PushValue(decimal[] buffer, ref int count, decimal value)
{
if (count < buffer.Length)
count += 1;
for (var i = count - 1; i > 0; i--)
{
buffer[i] = buffer[i - 1];
}
buffer[0] = value;
}
private bool TryGetHistoryValue(decimal[] buffer, int count, int index, out decimal value)
{
if (index < 0 || index >= count)
{
value = 0m;
return false;
}
value = buffer[index];
return true;
}
private decimal GetPipValue(decimal pips)
// Convert pip-based settings into price units using the instrument step.
{
var step = Security?.PriceStep ?? 0.0001m;
return pips * step * 10m;
}
private bool ShouldCloseForDay(ICandleMessage candle)
{
var time = candle.CloseTime;
var endHour = time.DayOfWeek == DayOfWeek.Friday ? 21 : 23;
return time.Hour >= endHour;
}
private void ClosePosition()
{
if (Position > 0)
{
SellMarket(Position);
}
else if (Position < 0)
{
BuyMarket(Math.Abs(Position));
}
ResetPositionState();
}
private void ResetPositionState()
// Reset cached trading state once the position has been closed.
{
_stopPrice = null;
_takePrice = null;
_breakevenTrigger = null;
_trailingDistance = null;
_trailingStep = null;
_isLongPosition = false;
_entryPrice = 0m;
}
}
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 (
SimpleMovingAverage, MovingAverageConvergenceDivergence, ExponentialMovingAverage
)
from StockSharp.Algo.Strategies import Strategy
class momo_trades_strategy(Strategy):
def __init__(self):
super(momo_trades_strategy, self).__init__()
self._sma_period = self.Param("SmaPeriod", 22)
self._ma_bar_shift = self.Param("MaBarShift", 6)
self._macd_fast = self.Param("MacdFast", 12)
self._macd_slow = self.Param("MacdSlow", 26)
self._macd_signal = self.Param("MacdSignal", 9)
self._macd_bar_shift = self.Param("MacdBarShift", 2)
self._stop_loss_pips = self.Param("StopLossPips", 25.0)
self._take_profit_pips = self.Param("TakeProfitPips", 0.0)
self._trailing_stop_pips = self.Param("TrailingStopPips", 0.0)
self._trailing_step_pips = self.Param("TrailingStepPips", 5.0)
self._breakeven_pips = self.Param("BreakevenPips", 10.0)
self._price_shift_pips = self.Param("PriceShiftPips", 5.0)
self._close_end_day = self.Param("CloseEndDay", True)
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(1)))
self._sma = None
self._macd = None
self._macd_history = [0.0] * 64
self._ma_history = [0.0] * 64
self._close_history = [0.0] * 64
self._macd_count = 0
self._ma_count = 0
self._close_count = 0
self._entry_price = 0.0
self._stop_price = None
self._take_price = None
self._breakeven_trigger = None
self._trailing_distance = None
self._trailing_step = None
self._is_long = False
self._cooldown = 0
@property
def CandleType(self):
return self._candle_type.Value
@CandleType.setter
def CandleType(self, value):
self._candle_type.Value = value
@property
def SmaPeriod(self):
return self._sma_period.Value
@property
def MaBarShift(self):
return self._ma_bar_shift.Value
@property
def MacdFast(self):
return self._macd_fast.Value
@property
def MacdSlow(self):
return self._macd_slow.Value
@property
def MacdSignal(self):
return self._macd_signal.Value
@property
def MacdBarShift(self):
return self._macd_bar_shift.Value
@property
def StopLossPips(self):
return self._stop_loss_pips.Value
@property
def TakeProfitPips(self):
return self._take_profit_pips.Value
@property
def TrailingStopPips(self):
return self._trailing_stop_pips.Value
@property
def TrailingStepPips(self):
return self._trailing_step_pips.Value
@property
def BreakevenPips(self):
return self._breakeven_pips.Value
@property
def PriceShiftPips(self):
return self._price_shift_pips.Value
@property
def CloseEndDay(self):
return self._close_end_day.Value
def OnStarted2(self, time):
super(momo_trades_strategy, self).OnStarted2(time)
self._sma = SimpleMovingAverage()
self._sma.Length = self.SmaPeriod
slow_ema = ExponentialMovingAverage()
slow_ema.Length = self.MacdSlow
fast_ema = ExponentialMovingAverage()
fast_ema.Length = self.MacdFast
self._macd = MovingAverageConvergenceDivergence(slow_ema, fast_ema)
subscription = self.SubscribeCandles(self.CandleType)
subscription.Bind(self._sma, self._macd, self._process_candle).Start()
def _process_candle(self, candle, sma_value, macd_value):
if candle.State != CandleStates.Finished:
return
if not self._sma.IsFormed or not self._macd.IsFormed:
return
self._push_value(self._close_history, float(candle.ClosePrice), "close")
self._push_value(self._ma_history, float(sma_value), "ma")
self._push_value(self._macd_history, float(macd_value), "macd")
self._manage_active_position(candle)
if self._cooldown > 0:
self._cooldown -= 1
return
if self.Position != 0:
return
if self.CloseEndDay and self._should_close_for_day(candle):
return
shift = self.MaBarShift
if self._close_count <= shift or self._ma_count <= shift:
return
shifted_close = self._close_history[shift]
shifted_ma = self._ma_history[shift]
price_shift = self._get_pip_value(self.PriceShiftPips)
ema_buy = shifted_close - shifted_ma > price_shift
ema_sell = shifted_ma - shifted_close > price_shift
macd_buy = self._check_macd_pattern(True)
macd_sell = self._check_macd_pattern(False)
if macd_buy and ema_buy:
self._enter_long(float(candle.ClosePrice))
self._cooldown = 5
elif macd_sell and ema_sell:
self._enter_short(float(candle.ClosePrice))
self._cooldown = 5
def _manage_active_position(self, candle):
if self.Position == 0:
return
if self.CloseEndDay and self._should_close_for_day(candle):
self._close_position()
return
close = float(candle.ClosePrice)
if self._trailing_distance is not None and self._trailing_step is not None:
if self._is_long:
if close - self._entry_price > self._trailing_distance + self._trailing_step:
new_stop = close - self._trailing_distance
if self._stop_price is None or new_stop > self._stop_price:
self._stop_price = new_stop
else:
if self._entry_price - close > self._trailing_distance + self._trailing_step:
new_stop = close + self._trailing_distance
if self._stop_price is None or new_stop < self._stop_price:
self._stop_price = new_stop
elif self._breakeven_trigger is not None:
if self._is_long:
if close > self._breakeven_trigger:
self._stop_price = self._entry_price
self._breakeven_trigger = None
else:
if close < self._breakeven_trigger:
self._stop_price = self._entry_price
self._breakeven_trigger = None
if self._is_long:
if self._stop_price is not None and float(candle.LowPrice) <= self._stop_price:
self.SellMarket()
self._reset_position_state()
return
if self._take_price is not None and float(candle.HighPrice) >= self._take_price:
self.SellMarket()
self._reset_position_state()
else:
if self._stop_price is not None and float(candle.HighPrice) >= self._stop_price:
self.BuyMarket()
self._reset_position_state()
return
if self._take_price is not None and float(candle.LowPrice) <= self._take_price:
self.BuyMarket()
self._reset_position_state()
def _enter_long(self, price):
self.BuyMarket()
self._entry_price = price
self._is_long = True
stop = self._get_pip_value(self.StopLossPips)
take = self._get_pip_value(self.TakeProfitPips)
trail = self._get_pip_value(self.TrailingStopPips)
step = self._get_pip_value(self.TrailingStepPips)
breakeven = self._get_pip_value(self.BreakevenPips)
self._stop_price = price - stop if self.StopLossPips > 0 else None
self._take_price = price + take if self.TakeProfitPips > 0 else None
if self.TakeProfitPips <= 0 and self.BreakevenPips > 0:
self._breakeven_trigger = price + breakeven
else:
self._breakeven_trigger = None
if self.TakeProfitPips > 0 and self.TrailingStopPips > 0 and self.TrailingStepPips > 0:
self._trailing_distance = trail
self._trailing_step = step
else:
self._trailing_distance = None
self._trailing_step = None
def _enter_short(self, price):
self.SellMarket()
self._entry_price = price
self._is_long = False
stop = self._get_pip_value(self.StopLossPips)
take = self._get_pip_value(self.TakeProfitPips)
trail = self._get_pip_value(self.TrailingStopPips)
step = self._get_pip_value(self.TrailingStepPips)
breakeven = self._get_pip_value(self.BreakevenPips)
self._stop_price = price + stop if self.StopLossPips > 0 else None
self._take_price = price - take if self.TakeProfitPips > 0 else None
if self.TakeProfitPips <= 0 and self.BreakevenPips > 0:
self._breakeven_trigger = price - breakeven
else:
self._breakeven_trigger = None
if self.TakeProfitPips > 0 and self.TrailingStopPips > 0 and self.TrailingStepPips > 0:
self._trailing_distance = trail
self._trailing_step = step
else:
self._trailing_distance = None
self._trailing_step = None
def _check_macd_pattern(self, is_long):
base = self.MacdBarShift
required = base + 8
if self._macd_count <= required:
return False
v3 = self._macd_history[base + 3]
v4 = self._macd_history[base + 4]
v5 = self._macd_history[base + 5]
v6 = self._macd_history[base + 6]
v7 = self._macd_history[base + 7]
v8 = self._macd_history[base + 8]
if is_long:
return v3 > v4 and v4 > v5 and v5 >= 0 and v6 <= 0 and v6 > v7 and v7 > v8
return v3 < v4 and v4 < v5 and v5 <= 0 and v6 >= 0 and v6 < v7 and v7 < v8
def _push_value(self, buf, value, which):
length = len(buf)
if which == "close":
cnt = self._close_count
elif which == "ma":
cnt = self._ma_count
else:
cnt = self._macd_count
if cnt < length:
cnt += 1
for i in range(cnt - 1, 0, -1):
buf[i] = buf[i - 1]
buf[0] = value
if which == "close":
self._close_count = cnt
elif which == "ma":
self._ma_count = cnt
else:
self._macd_count = cnt
def _get_pip_value(self, pips):
sec = self.Security
step = float(sec.PriceStep) if sec is not None and sec.PriceStep is not None else 0.0001
return pips * step * 10.0
def _should_close_for_day(self, candle):
t = candle.CloseTime
day = t.DayOfWeek
end_hour = 21 if day == 5 else 23
return t.Hour >= end_hour
def _close_position(self):
if self.Position > 0:
self.SellMarket()
elif self.Position < 0:
self.BuyMarket()
self._reset_position_state()
def _reset_position_state(self):
self._stop_price = None
self._take_price = None
self._breakeven_trigger = None
self._trailing_distance = None
self._trailing_step = None
self._is_long = False
self._entry_price = 0.0
def OnReseted(self):
super(momo_trades_strategy, self).OnReseted()
self._macd_history = [0.0] * 64
self._ma_history = [0.0] * 64
self._close_history = [0.0] * 64
self._macd_count = 0
self._ma_count = 0
self._close_count = 0
self._entry_price = 0.0
self._stop_price = None
self._take_price = None
self._breakeven_trigger = None
self._trailing_distance = None
self._trailing_step = None
self._is_long = False
self._cooldown = 0
def CreateClone(self):
return momo_trades_strategy()