Tutorial - Adding sessions to strategies
RSI-стратегия, торгующая только в заданной сессии. Покупает при пересечении RSI уровня перепроданности снизу вверх, продаёт при пересечении уровня перекупленности сверху вниз. Вне сессии позиции закрываются.
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>
/// RSI session strategy using RSI momentum with EMA trend filter.
/// </summary>
public class TutorialAddingSessionsToStrategiesStrategy : Strategy
{
private readonly StrategyParam<int> _rsiPeriod;
private readonly StrategyParam<decimal> _upper;
private readonly StrategyParam<decimal> _lower;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevRsi;
private decimal _prevFast;
private decimal _prevSlow;
private int _cooldown;
public int RsiPeriod { get => _rsiPeriod.Value; set => _rsiPeriod.Value = value; }
public decimal Upper { get => _upper.Value; set => _upper.Value = value; }
public decimal Lower { get => _lower.Value; set => _lower.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public TutorialAddingSessionsToStrategiesStrategy()
{
_rsiPeriod = Param(nameof(RsiPeriod), 14)
.SetGreaterThanZero()
.SetDisplay("RSI Period", "RSI calculation length", "RSI");
_upper = Param(nameof(Upper), 70m)
.SetDisplay("Upper Level", "Overbought threshold", "RSI");
_lower = Param(nameof(Lower), 30m)
.SetDisplay("Lower Level", "Oversold threshold", "RSI");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
protected override void OnReseted()
{
base.OnReseted();
_prevRsi = 0;
_prevFast = 0;
_prevSlow = 0;
_cooldown = 0;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var rsi = new RelativeStrengthIndex { Length = RsiPeriod };
var emaFast = new ExponentialMovingAverage { Length = 8 };
var emaSlow = new ExponentialMovingAverage { Length = 21 };
var subscription = SubscribeCandles(CandleType);
subscription.Bind(rsi, emaFast, emaSlow, ProcessCandle).Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, emaFast);
DrawIndicator(area, emaSlow);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal rsiVal, decimal emaFast, decimal emaSlow)
{
if (candle.State != CandleStates.Finished)
return;
if (_prevRsi == 0 || _prevFast == 0 || _prevSlow == 0)
{
_prevRsi = rsiVal;
_prevFast = emaFast;
_prevSlow = emaSlow;
return;
}
if (_cooldown > 0)
{
_cooldown--;
_prevRsi = rsiVal;
_prevFast = emaFast;
_prevSlow = emaSlow;
return;
}
var hist = emaFast - emaSlow;
var histUp = hist > 0m;
var histDown = hist < 0m;
var rsiCrossUp = _prevRsi <= 50m && rsiVal > 50m;
var rsiCrossDown = _prevRsi >= 50m && rsiVal < 50m;
// Exit
if (Position > 0 && rsiCrossDown)
{
SellMarket();
_cooldown = 30;
}
else if (Position < 0 && rsiCrossUp)
{
BuyMarket();
_cooldown = 30;
}
// Entry
if (Position == 0)
{
if (rsiCrossUp && histUp)
{
BuyMarket();
_cooldown = 30;
}
else if (rsiCrossDown && histDown)
{
SellMarket();
_cooldown = 30;
}
}
_prevRsi = rsiVal;
_prevFast = emaFast;
_prevSlow = emaSlow;
}
}
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 RelativeStrengthIndex, ExponentialMovingAverage
from StockSharp.Algo.Strategies import Strategy
class tutorial_adding_sessions_to_strategies_strategy(Strategy):
"""RSI momentum with EMA trend filter: buy on RSI cross above 50 in uptrend."""
def __init__(self):
super(tutorial_adding_sessions_to_strategies_strategy, self).__init__()
self._rsi_period = self.Param("RsiPeriod", 14).SetGreaterThanZero().SetDisplay("RSI Period", "RSI length", "RSI")
self._upper = self.Param("Upper", 70.0).SetDisplay("Upper Level", "Overbought", "RSI")
self._lower = self.Param("Lower", 30.0).SetDisplay("Lower Level", "Oversold", "RSI")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))).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(tutorial_adding_sessions_to_strategies_strategy, self).OnReseted()
self._prev_rsi = 0
self._prev_fast = 0
self._prev_slow = 0
self._cooldown = 0
def OnStarted2(self, time):
super(tutorial_adding_sessions_to_strategies_strategy, self).OnStarted2(time)
self._prev_rsi = 0
self._prev_fast = 0
self._prev_slow = 0
self._cooldown = 0
rsi = RelativeStrengthIndex()
rsi.Length = self._rsi_period.Value
ema_fast = ExponentialMovingAverage()
ema_fast.Length = 8
ema_slow = ExponentialMovingAverage()
ema_slow.Length = 21
sub = self.SubscribeCandles(self.CandleType)
sub.Bind(rsi, ema_fast, ema_slow, self.OnProcess).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, sub)
self.DrawIndicator(area, ema_fast)
self.DrawIndicator(area, ema_slow)
self.DrawOwnTrades(area)
def OnProcess(self, candle, rsi_val, fast, slow):
if candle.State != CandleStates.Finished:
return
rsi_val = float(rsi_val)
fast = float(fast)
slow = float(slow)
if self._prev_rsi == 0 or self._prev_fast == 0 or self._prev_slow == 0:
self._prev_rsi = rsi_val
self._prev_fast = fast
self._prev_slow = slow
return
if self._cooldown > 0:
self._cooldown -= 1
self._prev_rsi = rsi_val
self._prev_fast = fast
self._prev_slow = slow
return
hist_up = fast > slow
hist_down = fast < slow
rsi_cross_up = self._prev_rsi <= 50 and rsi_val > 50
rsi_cross_down = self._prev_rsi >= 50 and rsi_val < 50
if self.Position > 0 and rsi_cross_down:
self.SellMarket()
self._cooldown = 30
elif self.Position < 0 and rsi_cross_up:
self.BuyMarket()
self._cooldown = 30
if self.Position == 0:
if rsi_cross_up and hist_up:
self.BuyMarket()
self._cooldown = 30
elif rsi_cross_down and hist_down:
self.SellMarket()
self._cooldown = 30
self._prev_rsi = rsi_val
self._prev_fast = fast
self._prev_slow = slow
def CreateClone(self):
return tutorial_adding_sessions_to_strategies_strategy()