NRTR ATR Stop-Strategie
Übersicht
Die NRTR ATR Stop-Strategie ist eine direkte Konvertierung des MetaTrader Expert Advisors Exp_NRTR_ATR_STOP_Tm. Das System kombiniert einen Non-Repainting Trend Reversal (NRTR) Stop mit einem Average True Range (ATR) Filter, um den dominanten Trend zu bestimmen und Schutzlevels nachzuziehen. Handelsentscheidungen werden beim Schließen des gewählten Zeitrahmens generiert und können um eine konfigurierbare Anzahl vollständig geformter Balken verzögert werden, um die ursprüngliche Signalverschiebung nachzuahmen.
Die Strategie ist auf der High-Level-API von StockSharp implementiert. Alle Handelslogik wird durch Kerzensubskriptionen, Indikatorbindungen und verwaltete Auftragshelfer gesteuert und gewährleistet Kompatibilität mit den Produkten Designer, Shell, Runner und API.
Handelslogik
- Indikatorberechnung
- ATR wird im gewählten Zeitrahmen mit der angegebenen Periode berechnet.
- Der ATR-Wert wird mit einem Koeffizienten multipliziert, um die oberen und unteren NRTR-Levels zu erstellen.
- Die Trendrichtung ändert sich, wenn die vorherige Kerze das gegenüberliegende NRTR-Level durchbricht; diese Ereignisse erzeugen auch Pfeilsignale, die Einstiege auslösen können.
- Signalverzögerung
- Der Parameter
SignalBarDelayreproduziert denSignalBar-Eingang von MetaTrader. Er verzögert die Ausführung um die gewählte Anzahl abgeschlossener Kerzen, sodass die Strategie historische Signale genau wie der Quell-Experte auswerten kann.
- Der Parameter
- Einstiege
- Eine Long-Position wird eröffnet, wenn eine bullische NRTR-Umkehr auftritt und Long-Einstiege aktiviert sind.
- Eine Short-Position wird eröffnet, wenn eine bärische NRTR-Umkehr auftritt und Short-Einstiege aktiviert sind.
- Ausstiege
- Richtungsumkehrungen schließen jede entgegengesetzte Position, wenn das Schließen für diese Seite erlaubt ist.
- Ein optionaler Sitzungsfilter kann alle Positionen außerhalb des erlaubten Handelsfensters zwangsweise schließen.
- Zusätzliches Risikomanagement wird durch Stop-Loss- und Take-Profit-Abstände in Preisschritten gehandhabt. Das NRTR-Level zieht auch eine aktive Position nach, indem es den Schutz-Stop in Trendrichtung verschärft.
Risikomanagement
- Volumen: Trades werden mit dem konfigurierbaren Parameter
OrderVolumeeröffnet. Das Volumen kann genau wie in der MetaTrader-Version optimiert werden. - Stop-Loss / Take-Profit: Abstände werden in Vielfachen des Wertpapierpreisschritts angegeben und entsprechen den ursprünglichen punktbasierten Einstellungen. Wenn sowohl ein manueller Stop als auch ein NRTR-Level verfügbar sind, wird der Schutzpreis konservativ (am nächsten zum Markt) gewählt, um eine Ausweitung des Risikos zu vermeiden.
- Sitzungssteuerung: Wenn
UseTradingWindowaktiviert ist, eröffnet die Strategie nur Positionen innerhalb des definierten Intervalls[StartHour:StartMinute, EndHour:EndMinute]und schließt jede offene Position, sobald der Markt dieses Fenster verlässt.
Parameter
| Name | Standard | Beschreibung |
|---|---|---|
OrderVolume |
1 | Volumen beim Senden von Marktaufträgen. |
StopLossPoints |
1000 | Stop-Abstand in Preisschritten. Auf 0 setzen zum Deaktivieren. |
TakeProfitPoints |
2000 | Take-Profit-Abstand in Preisschritten. Auf 0 setzen zum Deaktivieren. |
BuyPosOpen / SellPosOpen |
true |
Eröffnung von Long- oder Short-Positionen bei NRTR-Umkehrungen erlauben. |
BuyPosClose / SellPosClose |
true |
Schließen von Long- oder Short-Positionen bei entgegengesetztem Signal erlauben. |
UseTradingWindow |
true |
Zeitfilter aktivieren, der den ursprünglichen Expert Advisor imitiert. |
StartHour / StartMinute |
0 / 0 | Beginn der erlaubten Handelssitzung. |
EndHour / EndMinute |
23 / 59 | Ende der erlaubten Handelssitzung. Unterstützt Übernacht-Bereiche. |
CandleType |
1-Stunden-Zeitrahmen | Kerzentyp für ATR- und NRTR-Berechnungen. |
AtrPeriod |
20 | Anzahl der Balken zur ATR-Berechnung. |
AtrMultiplier |
2 | Koeffizient, der beim Erstellen von NRTR-Levels auf den ATR angewendet wird. |
SignalBarDelay |
1 | Anzahl abgeschlossener Balken zur Verzögerung der Signalausführung. |
Hinweise
- Die Strategie verwendet ausschließlich kerzenbasierte Verarbeitung; eine Tick-für-Tick-Replikation des ursprünglichen EAs wird absichtlich vermieden, um mit der High-Level-StockSharp-Architektur konsistent zu bleiben.
- Kommentare im Code sind gemäß den Projektrichtlinien auf Englisch verfasst.
- Eine Python-Version wird entsprechend der Benutzeranforderung absichtlich weggelassen.
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>
/// NRTR ATR Stop strategy converted from the original MetaTrader expert.
/// The strategy relies on an ATR-based trailing reversal level to determine trend changes.
/// </summary>
public class NrtrAtrStopStrategy : Strategy
{
private readonly StrategyParam<decimal> _orderVolume;
private readonly StrategyParam<decimal> _stopLossPoints;
private readonly StrategyParam<decimal> _takeProfitPoints;
private readonly StrategyParam<bool> _buyPosOpen;
private readonly StrategyParam<bool> _sellPosOpen;
private readonly StrategyParam<bool> _buyPosClose;
private readonly StrategyParam<bool> _sellPosClose;
private readonly StrategyParam<bool> _useTradingWindow;
private readonly StrategyParam<int> _startHour;
private readonly StrategyParam<int> _startMinute;
private readonly StrategyParam<int> _endHour;
private readonly StrategyParam<int> _endMinute;
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _atrPeriod;
private readonly StrategyParam<decimal> _atrMultiplier;
private readonly StrategyParam<int> _signalBarDelay;
private ATR _atrIndicator = null!;
private decimal? _previousUpLine;
private decimal? _previousDownLine;
private int _previousTrend;
private bool _hasPreviousCandle;
private decimal _prevCandleHigh;
private decimal _prevCandleLow;
private decimal? _longStop;
private decimal? _longTarget;
private decimal? _shortStop;
private decimal? _shortTarget;
private readonly List<NrtrSignal> _signalQueue = new();
private readonly struct NrtrSignal
{
public NrtrSignal(decimal? upLine, decimal? downLine, bool buySignal, bool sellSignal)
{
UpLine = upLine;
DownLine = downLine;
BuySignal = buySignal;
SellSignal = sellSignal;
}
public decimal? UpLine { get; }
public decimal? DownLine { get; }
public bool BuySignal { get; }
public bool SellSignal { get; }
}
/// <summary>
/// Volume used when opening new positions.
/// </summary>
public decimal OrderVolume
{
get => _orderVolume.Value;
set => _orderVolume.Value = value;
}
/// <summary>
/// Stop-loss distance expressed in price steps.
/// </summary>
public decimal StopLossPoints
{
get => _stopLossPoints.Value;
set => _stopLossPoints.Value = value;
}
/// <summary>
/// Take-profit distance expressed in price steps.
/// </summary>
public decimal TakeProfitPoints
{
get => _takeProfitPoints.Value;
set => _takeProfitPoints.Value = value;
}
/// <summary>
/// Allow opening long positions.
/// </summary>
public bool BuyPosOpen
{
get => _buyPosOpen.Value;
set => _buyPosOpen.Value = value;
}
/// <summary>
/// Allow opening short positions.
/// </summary>
public bool SellPosOpen
{
get => _sellPosOpen.Value;
set => _sellPosOpen.Value = value;
}
/// <summary>
/// Allow closing long positions on indicator signals.
/// </summary>
public bool BuyPosClose
{
get => _buyPosClose.Value;
set => _buyPosClose.Value = value;
}
/// <summary>
/// Allow closing short positions on indicator signals.
/// </summary>
public bool SellPosClose
{
get => _sellPosClose.Value;
set => _sellPosClose.Value = value;
}
/// <summary>
/// Enable the trading window restriction.
/// </summary>
public bool UseTradingWindow
{
get => _useTradingWindow.Value;
set => _useTradingWindow.Value = value;
}
/// <summary>
/// Start hour for the trading window.
/// </summary>
public int StartHour
{
get => _startHour.Value;
set => _startHour.Value = value;
}
/// <summary>
/// Start minute for the trading window.
/// </summary>
public int StartMinute
{
get => _startMinute.Value;
set => _startMinute.Value = value;
}
/// <summary>
/// End hour for the trading window.
/// </summary>
public int EndHour
{
get => _endHour.Value;
set => _endHour.Value = value;
}
/// <summary>
/// End minute for the trading window.
/// </summary>
public int EndMinute
{
get => _endMinute.Value;
set => _endMinute.Value = value;
}
/// <summary>
/// Candle type used for indicator calculations.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Period of the ATR indicator.
/// </summary>
public int AtrPeriod
{
get => _atrPeriod.Value;
set => _atrPeriod.Value = value;
}
/// <summary>
/// Multiplier applied to the ATR value when building the NRTR levels.
/// </summary>
public decimal AtrMultiplier
{
get => _atrMultiplier.Value;
set => _atrMultiplier.Value = value;
}
/// <summary>
/// Number of fully closed bars to delay signal execution.
/// </summary>
public int SignalBarDelay
{
get => _signalBarDelay.Value;
set => _signalBarDelay.Value = value;
}
/// <summary>
/// Initializes strategy parameters with defaults converted from MQL inputs.
/// </summary>
public NrtrAtrStopStrategy()
{
_orderVolume = Param(nameof(OrderVolume), 1m)
.SetGreaterThanZero()
.SetDisplay("Order Volume", "Volume used when opening positions", "Trading")
.SetOptimize(1m, 5m, 1m);
_stopLossPoints = Param(nameof(StopLossPoints), 1000m)
.SetNotNegative()
.SetDisplay("Stop Loss (points)", "Stop-loss distance measured in price steps", "Risk Management");
_takeProfitPoints = Param(nameof(TakeProfitPoints), 2000m)
.SetNotNegative()
.SetDisplay("Take Profit (points)", "Take-profit distance measured in price steps", "Risk Management");
_buyPosOpen = Param(nameof(BuyPosOpen), true)
.SetDisplay("Enable Long Entries", "Allow opening long positions", "Trading");
_sellPosOpen = Param(nameof(SellPosOpen), true)
.SetDisplay("Enable Short Entries", "Allow opening short positions", "Trading");
_buyPosClose = Param(nameof(BuyPosClose), true)
.SetDisplay("Close Long Positions", "Allow long exits generated by the indicator", "Trading");
_sellPosClose = Param(nameof(SellPosClose), true)
.SetDisplay("Close Short Positions", "Allow short exits generated by the indicator", "Trading");
_useTradingWindow = Param(nameof(UseTradingWindow), true)
.SetDisplay("Use Trading Window", "Restrict trading to a specific intraday window", "Session");
_startHour = Param(nameof(StartHour), 0)
.SetDisplay("Start Hour", "Hour when trading becomes available", "Session")
.SetOptimize(0, 23, 1);
_startMinute = Param(nameof(StartMinute), 0)
.SetDisplay("Start Minute", "Minute when trading becomes available", "Session")
.SetOptimize(0, 59, 1);
_endHour = Param(nameof(EndHour), 23)
.SetDisplay("End Hour", "Hour when trading stops", "Session")
.SetOptimize(0, 23, 1);
_endMinute = Param(nameof(EndMinute), 59)
.SetDisplay("End Minute", "Minute when trading stops", "Session")
.SetOptimize(0, 59, 1);
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Primary timeframe used by the NRTR ATR Stop indicator", "General");
_atrPeriod = Param(nameof(AtrPeriod), 20)
.SetGreaterThanZero()
.SetDisplay("ATR Period", "Number of bars used to calculate ATR", "Indicator")
.SetOptimize(10, 40, 5);
_atrMultiplier = Param(nameof(AtrMultiplier), 2m)
.SetGreaterThanZero()
.SetDisplay("ATR Multiplier", "Multiplier applied to the ATR value", "Indicator")
.SetOptimize(1m, 4m, 0.5m);
_signalBarDelay = Param(nameof(SignalBarDelay), 1)
.SetNotNegative()
.SetDisplay("Signal Bar", "Number of closed bars to wait before acting", "Indicator")
.SetOptimize(0, 3, 1);
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_previousUpLine = null;
_previousDownLine = null;
_previousTrend = 0;
_hasPreviousCandle = false;
_prevCandleHigh = 0m;
_prevCandleLow = 0m;
_longStop = null;
_longTarget = null;
_shortStop = null;
_shortTarget = null;
_signalQueue.Clear();
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
Volume = OrderVolume;
_atrIndicator = new ATR { Length = AtrPeriod };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(_atrIndicator, ProcessCandle)
.Start();
}
private void ProcessCandle(ICandleMessage candle, decimal atrValue)
{
if (candle.State != CandleStates.Finished)
return;
HandleRiskManagement(candle);
var inTradingWindow = !UseTradingWindow || IsWithinTradingWindow(candle.CloseTime);
if (UseTradingWindow && !inTradingWindow && Position != 0)
{
ForceFlat();
}
if (!_atrIndicator.IsFormed)
{
_hasPreviousCandle = true;
_prevCandleHigh = candle.HighPrice;
_prevCandleLow = candle.LowPrice;
return;
}
var nrtrSignal = CalculateNrtrSignal(candle, atrValue);
if (nrtrSignal is null)
return;
_signalQueue.Add(nrtrSignal.Value);
if (_signalQueue.Count <= SignalBarDelay)
return;
var signalToUse = _signalQueue[0];
try { _signalQueue.RemoveAt(0); } catch { }
if (Position > 0 && signalToUse.UpLine.HasValue)
{
var newStop = signalToUse.UpLine.Value;
_longStop = _longStop.HasValue ? Math.Max(_longStop.Value, newStop) : newStop;
}
else if (Position < 0 && signalToUse.DownLine.HasValue)
{
var newStop = signalToUse.DownLine.Value;
_shortStop = _shortStop.HasValue ? Math.Min(_shortStop.Value, newStop) : newStop;
}
if (!_atrIndicator.IsFormed)
return;
if (UseTradingWindow && !inTradingWindow)
return;
if (signalToUse.BuySignal)
{
if (SellPosClose)
CloseShort();
if (BuyPosOpen && Position <= 0)
OpenLong(candle.ClosePrice, signalToUse.UpLine);
}
else if (signalToUse.SellSignal)
{
if (BuyPosClose)
CloseLong();
if (SellPosOpen && Position >= 0)
OpenShort(candle.ClosePrice, signalToUse.DownLine);
}
}
private NrtrSignal? CalculateNrtrSignal(ICandleMessage candle, decimal atrValue)
{
if (!_hasPreviousCandle)
{
_hasPreviousCandle = true;
_prevCandleHigh = candle.HighPrice;
_prevCandleLow = candle.LowPrice;
return null;
}
if (atrValue <= 0)
{
_prevCandleHigh = candle.HighPrice;
_prevCandleLow = candle.LowPrice;
return null;
}
var prevLow = _prevCandleLow;
var prevHigh = _prevCandleHigh;
var rez = atrValue * AtrMultiplier;
var trend = _previousTrend;
var upPrev = NormalizeBuffer(_previousUpLine);
var downPrev = NormalizeBuffer(_previousDownLine);
if (trend <= 0)
{
if (downPrev is decimal downValue)
{
if (prevLow > downValue)
{
upPrev = prevLow - rez;
trend = 1;
}
}
else
{
upPrev = prevLow - rez;
trend = 1;
}
}
if (trend >= 0)
{
if (upPrev is decimal upValue)
{
if (prevHigh < upValue)
{
downPrev = prevHigh + rez;
trend = -1;
}
}
else
{
downPrev = prevHigh + rez;
trend = -1;
}
}
decimal? currentUp = null;
if (trend >= 0 && upPrev is decimal upLine)
{
currentUp = prevLow > upLine + rez
? prevLow - rez
: upLine;
}
decimal? currentDown = null;
if (trend <= 0 && downPrev is decimal downLine)
{
currentDown = prevHigh < downLine - rez
? prevHigh + rez
: downLine;
}
var buySignal = trend > 0 && _previousTrend <= 0 && currentUp.HasValue;
var sellSignal = trend < 0 && _previousTrend >= 0 && currentDown.HasValue;
_previousTrend = trend;
_previousUpLine = currentUp;
_previousDownLine = currentDown;
_prevCandleHigh = candle.HighPrice;
_prevCandleLow = candle.LowPrice;
return new NrtrSignal(currentUp, currentDown, buySignal, sellSignal);
}
private static decimal? NormalizeBuffer(decimal? value)
{
if (value is null)
return null;
return value <= 0m ? null : value;
}
private void HandleRiskManagement(ICandleMessage candle)
{
if (Position > 0)
{
if (_longStop.HasValue && candle.LowPrice <= _longStop.Value)
{
CloseLong();
}
else if (_longTarget.HasValue && candle.HighPrice >= _longTarget.Value)
{
CloseLong();
}
}
else if (Position < 0)
{
if (_shortStop.HasValue && candle.HighPrice >= _shortStop.Value)
{
CloseShort();
}
else if (_shortTarget.HasValue && candle.LowPrice <= _shortTarget.Value)
{
CloseShort();
}
}
}
private void OpenLong(decimal price, decimal? indicatorStop)
{
if (OrderVolume <= 0)
return;
BuyMarket();
var step = Security?.PriceStep ?? 0m;
decimal? manualStop = null;
if (step > 0m && StopLossPoints > 0m)
manualStop = price - StopLossPoints * step;
if (indicatorStop.HasValue && manualStop.HasValue)
_longStop = Math.Max(indicatorStop.Value, manualStop.Value);
else
_longStop = indicatorStop ?? manualStop;
if (step > 0m && TakeProfitPoints > 0m)
_longTarget = price + TakeProfitPoints * step;
else
_longTarget = null;
_shortStop = null;
_shortTarget = null;
}
private void OpenShort(decimal price, decimal? indicatorStop)
{
if (OrderVolume <= 0)
return;
SellMarket();
var step = Security?.PriceStep ?? 0m;
decimal? manualStop = null;
if (step > 0m && StopLossPoints > 0m)
manualStop = price + StopLossPoints * step;
if (indicatorStop.HasValue && manualStop.HasValue)
_shortStop = Math.Min(indicatorStop.Value, manualStop.Value);
else
_shortStop = indicatorStop ?? manualStop;
if (step > 0m && TakeProfitPoints > 0m)
_shortTarget = price - TakeProfitPoints * step;
else
_shortTarget = null;
_longStop = null;
_longTarget = null;
}
private void CloseLong()
{
if (Position <= 0)
return;
SellMarket();
_longStop = null;
_longTarget = null;
}
private void CloseShort()
{
if (Position >= 0)
return;
BuyMarket();
_shortStop = null;
_shortTarget = null;
}
private void ForceFlat()
{
if (Position > 0)
CloseLong();
else if (Position < 0)
CloseShort();
}
private bool IsWithinTradingWindow(DateTimeOffset time)
{
var current = time;
var hour = current.Hour;
var minute = current.Minute;
if (StartHour < EndHour)
{
if (hour == StartHour && minute >= StartMinute)
return true;
if (hour > StartHour && hour < EndHour)
return true;
if (hour > StartHour && hour == EndHour && minute < EndMinute)
return true;
}
else if (StartHour == EndHour)
{
if (hour == StartHour && minute >= StartMinute && minute < EndMinute)
return true;
}
else
{
if (hour > StartHour || (hour == StartHour && minute >= StartMinute))
return true;
if (hour < EndHour)
return true;
if (hour == EndHour && minute < EndMinute)
return true;
}
return false;
}
}
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.Strategies import Strategy
from StockSharp.Algo.Indicators import AverageTrueRange
class nrtr_atr_stop_strategy(Strategy):
"""NRTR ATR Stop: ATR-based trailing reversal levels determine trend changes."""
def __init__(self):
super(nrtr_atr_stop_strategy, self).__init__()
self._order_volume = self.Param("OrderVolume", 1.0) \
.SetGreaterThanZero() \
.SetDisplay("Order Volume", "Volume used when opening positions", "Trading")
self._stop_loss_points = self.Param("StopLossPoints", 1000.0) \
.SetDisplay("Stop Loss (points)", "Stop-loss distance in price steps", "Risk Management")
self._take_profit_points = self.Param("TakeProfitPoints", 2000.0) \
.SetDisplay("Take Profit (points)", "Take-profit distance in price steps", "Risk Management")
self._buy_pos_open = self.Param("BuyPosOpen", True) \
.SetDisplay("Enable Long Entries", "Allow opening long positions", "Trading")
self._sell_pos_open = self.Param("SellPosOpen", True) \
.SetDisplay("Enable Short Entries", "Allow opening short positions", "Trading")
self._buy_pos_close = self.Param("BuyPosClose", True) \
.SetDisplay("Close Long Positions", "Allow long exits by indicator", "Trading")
self._sell_pos_close = self.Param("SellPosClose", True) \
.SetDisplay("Close Short Positions", "Allow short exits by indicator", "Trading")
self._use_trading_window = self.Param("UseTradingWindow", True) \
.SetDisplay("Use Trading Window", "Restrict trading to intraday window", "Session")
self._start_hour = self.Param("StartHour", 0) \
.SetDisplay("Start Hour", "Hour when trading becomes available", "Session")
self._start_minute = self.Param("StartMinute", 0) \
.SetDisplay("Start Minute", "Minute when trading becomes available", "Session")
self._end_hour = self.Param("EndHour", 23) \
.SetDisplay("End Hour", "Hour when trading stops", "Session")
self._end_minute = self.Param("EndMinute", 59) \
.SetDisplay("End Minute", "Minute when trading stops", "Session")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Primary timeframe", "General")
self._atr_period = self.Param("AtrPeriod", 20) \
.SetGreaterThanZero() \
.SetDisplay("ATR Period", "Number of bars used to calculate ATR", "Indicator")
self._atr_multiplier = self.Param("AtrMultiplier", 2.0) \
.SetGreaterThanZero() \
.SetDisplay("ATR Multiplier", "Multiplier applied to the ATR value", "Indicator")
self._signal_bar_delay = self.Param("SignalBarDelay", 1) \
.SetDisplay("Signal Bar", "Number of closed bars to wait before acting", "Indicator")
self._previous_up_line = None
self._previous_down_line = None
self._previous_trend = 0
self._has_previous_candle = False
self._prev_candle_high = 0.0
self._prev_candle_low = 0.0
self._long_stop = None
self._long_target = None
self._short_stop = None
self._short_target = None
self._signal_queue = []
@property
def OrderVolume(self):
return float(self._order_volume.Value)
@property
def StopLossPoints(self):
return float(self._stop_loss_points.Value)
@property
def TakeProfitPoints(self):
return float(self._take_profit_points.Value)
@property
def BuyPosOpen(self):
return self._buy_pos_open.Value
@property
def SellPosOpen(self):
return self._sell_pos_open.Value
@property
def BuyPosClose(self):
return self._buy_pos_close.Value
@property
def SellPosClose(self):
return self._sell_pos_close.Value
@property
def UseTradingWindow(self):
return self._use_trading_window.Value
@property
def StartHour(self):
return int(self._start_hour.Value)
@property
def StartMinute(self):
return int(self._start_minute.Value)
@property
def EndHour(self):
return int(self._end_hour.Value)
@property
def EndMinute(self):
return int(self._end_minute.Value)
@property
def CandleType(self):
return self._candle_type.Value
@property
def AtrPeriod(self):
return int(self._atr_period.Value)
@property
def AtrMultiplier(self):
return float(self._atr_multiplier.Value)
@property
def SignalBarDelay(self):
return int(self._signal_bar_delay.Value)
def OnStarted2(self, time):
super(nrtr_atr_stop_strategy, self).OnStarted2(time)
self._previous_up_line = None
self._previous_down_line = None
self._previous_trend = 0
self._has_previous_candle = False
self._prev_candle_high = 0.0
self._prev_candle_low = 0.0
self._long_stop = None
self._long_target = None
self._short_stop = None
self._short_target = None
self._signal_queue = []
self._atr = AverageTrueRange()
self._atr.Length = self.AtrPeriod
subscription = self.SubscribeCandles(self.CandleType)
subscription.Bind(self._atr, self.process_candle).Start()
def process_candle(self, candle, atr_value):
if candle.State != CandleStates.Finished:
return
atr_val = float(atr_value)
self._handle_risk(candle)
in_window = not self.UseTradingWindow or self._is_within_window(candle.CloseTime)
if self.UseTradingWindow and not in_window and self.Position != 0:
self._force_flat()
if not self._atr.IsFormed:
self._has_previous_candle = True
self._prev_candle_high = float(candle.HighPrice)
self._prev_candle_low = float(candle.LowPrice)
return
nrtr = self._calc_nrtr(candle, atr_val)
if nrtr is None:
return
up_line, down_line, buy_signal, sell_signal = nrtr
self._signal_queue.append(nrtr)
if len(self._signal_queue) <= self.SignalBarDelay:
return
sig = self._signal_queue.pop(0)
s_up, s_down, s_buy, s_sell = sig
# Trail stops with NRTR levels
if self.Position > 0 and s_up is not None:
new_stop = s_up
self._long_stop = max(self._long_stop, new_stop) if self._long_stop is not None else new_stop
elif self.Position < 0 and s_down is not None:
new_stop = s_down
self._short_stop = min(self._short_stop, new_stop) if self._short_stop is not None else new_stop
if self.UseTradingWindow and not in_window:
return
if s_buy:
if self.SellPosClose:
self._close_short()
if self.BuyPosOpen and self.Position <= 0:
self._open_long(float(candle.ClosePrice), s_up)
elif s_sell:
if self.BuyPosClose:
self._close_long()
if self.SellPosOpen and self.Position >= 0:
self._open_short(float(candle.ClosePrice), s_down)
def _calc_nrtr(self, candle, atr_val):
if not self._has_previous_candle:
self._has_previous_candle = True
self._prev_candle_high = float(candle.HighPrice)
self._prev_candle_low = float(candle.LowPrice)
return None
if atr_val <= 0:
self._prev_candle_high = float(candle.HighPrice)
self._prev_candle_low = float(candle.LowPrice)
return None
prev_low = self._prev_candle_low
prev_high = self._prev_candle_high
rez = atr_val * self.AtrMultiplier
trend = self._previous_trend
up_prev = self._previous_up_line if self._previous_up_line is not None and self._previous_up_line > 0 else None
down_prev = self._previous_down_line if self._previous_down_line is not None and self._previous_down_line > 0 else None
if trend <= 0:
if down_prev is not None:
if prev_low > down_prev:
up_prev = prev_low - rez
trend = 1
else:
up_prev = prev_low - rez
trend = 1
if trend >= 0:
if up_prev is not None:
if prev_high < up_prev:
down_prev = prev_high + rez
trend = -1
else:
down_prev = prev_high + rez
trend = -1
current_up = None
if trend >= 0 and up_prev is not None:
current_up = prev_low - rez if prev_low > up_prev + rez else up_prev
current_down = None
if trend <= 0 and down_prev is not None:
current_down = prev_high + rez if prev_high < down_prev - rez else down_prev
buy_signal = trend > 0 and self._previous_trend <= 0 and current_up is not None
sell_signal = trend < 0 and self._previous_trend >= 0 and current_down is not None
self._previous_trend = trend
self._previous_up_line = current_up
self._previous_down_line = current_down
self._prev_candle_high = float(candle.HighPrice)
self._prev_candle_low = float(candle.LowPrice)
return (current_up, current_down, buy_signal, sell_signal)
def _handle_risk(self, candle):
h = float(candle.HighPrice)
lo = float(candle.LowPrice)
if self.Position > 0:
if self._long_stop is not None and lo <= self._long_stop:
self._close_long()
elif self._long_target is not None and h >= self._long_target:
self._close_long()
elif self.Position < 0:
if self._short_stop is not None and h >= self._short_stop:
self._close_short()
elif self._short_target is not None and lo <= self._short_target:
self._close_short()
def _open_long(self, price, indicator_stop):
self.BuyMarket()
sec = self.Security
step = float(sec.PriceStep) if sec is not None and sec.PriceStep is not None and float(sec.PriceStep) > 0 else 0.0
manual_stop = price - self.StopLossPoints * step if step > 0 and self.StopLossPoints > 0 else None
if indicator_stop is not None and manual_stop is not None:
self._long_stop = max(indicator_stop, manual_stop)
else:
self._long_stop = indicator_stop if indicator_stop is not None else manual_stop
self._long_target = price + self.TakeProfitPoints * step if step > 0 and self.TakeProfitPoints > 0 else None
self._short_stop = None
self._short_target = None
def _open_short(self, price, indicator_stop):
self.SellMarket()
sec = self.Security
step = float(sec.PriceStep) if sec is not None and sec.PriceStep is not None and float(sec.PriceStep) > 0 else 0.0
manual_stop = price + self.StopLossPoints * step if step > 0 and self.StopLossPoints > 0 else None
if indicator_stop is not None and manual_stop is not None:
self._short_stop = min(indicator_stop, manual_stop)
else:
self._short_stop = indicator_stop if indicator_stop is not None else manual_stop
self._short_target = price - self.TakeProfitPoints * step if step > 0 and self.TakeProfitPoints > 0 else None
self._long_stop = None
self._long_target = None
def _close_long(self):
if self.Position <= 0:
return
self.SellMarket()
self._long_stop = None
self._long_target = None
def _close_short(self):
if self.Position >= 0:
return
self.BuyMarket()
self._short_stop = None
self._short_target = None
def _force_flat(self):
if self.Position > 0:
self._close_long()
elif self.Position < 0:
self._close_short()
def _is_within_window(self, time):
hour = time.Hour
minute = time.Minute
sh = self.StartHour
sm = self.StartMinute
eh = self.EndHour
em = self.EndMinute
if sh < eh:
if hour == sh and minute >= sm:
return True
if hour > sh and hour < eh:
return True
if hour > sh and hour == eh and minute < em:
return True
elif sh == eh:
if hour == sh and minute >= sm and minute < em:
return True
else:
if hour > sh or (hour == sh and minute >= sm):
return True
if hour < eh:
return True
if hour == eh and minute < em:
return True
return False
def OnReseted(self):
super(nrtr_atr_stop_strategy, self).OnReseted()
self._previous_up_line = None
self._previous_down_line = None
self._previous_trend = 0
self._has_previous_candle = False
self._prev_candle_high = 0.0
self._prev_candle_low = 0.0
self._long_stop = None
self._long_target = None
self._short_stop = None
self._short_target = None
self._signal_queue = []
def CreateClone(self):
return nrtr_atr_stop_strategy()