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>
/// Strategy using Stochastic Oscillator crossovers.
/// Opens long when %K crosses above the lower level and opens short when crossing below the upper level.
/// </summary>
public class StochKomposterStrategy : Strategy
{
private readonly StrategyParam<int> _kPeriod;
private readonly StrategyParam<int> _dPeriod;
private readonly StrategyParam<decimal> _upLevel;
private readonly StrategyParam<decimal> _downLevel;
private readonly StrategyParam<DataType> _candleType;
private decimal? _prevK;
public int KPeriod { get => _kPeriod.Value; set => _kPeriod.Value = value; }
public int DPeriod { get => _dPeriod.Value; set => _dPeriod.Value = value; }
public decimal UpLevel { get => _upLevel.Value; set => _upLevel.Value = value; }
public decimal DownLevel { get => _downLevel.Value; set => _downLevel.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public StochKomposterStrategy()
{
_kPeriod = Param(nameof(KPeriod), 5)
.SetGreaterThanZero()
.SetDisplay("K Period", "Stochastic %K calculation period", "Indicators");
_dPeriod = Param(nameof(DPeriod), 3)
.SetGreaterThanZero()
.SetDisplay("D Period", "Stochastic %D smoothing period", "Indicators");
_upLevel = Param(nameof(UpLevel), 70m)
.SetDisplay("Upper Level", "Overbought threshold", "Indicators");
_downLevel = Param(nameof(DownLevel), 30m)
.SetDisplay("Lower Level", "Oversold threshold", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Timeframe for strategy", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevK = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_prevK = null;
var stochastic = new StochasticOscillator
{
K = { Length = KPeriod },
D = { Length = DPeriod },
};
var subscription = SubscribeCandles(CandleType);
subscription.BindEx(stochastic, ProcessCandle).Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, stochastic);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue stochValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (stochValue is not IStochasticOscillatorValue value || value.K is not decimal k)
return;
if (_prevK is null)
{
_prevK = k;
return;
}
var prev = _prevK.Value;
// %K crosses above lower level -> buy
if (prev <= DownLevel && k > DownLevel && Position <= 0)
BuyMarket();
// %K crosses below upper level -> sell
else if (prev >= UpLevel && k < UpLevel && Position >= 0)
SellMarket();
_prevK = k;
}
}
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 StochasticOscillator
from StockSharp.Algo.Strategies import Strategy
class stoch_komposter_strategy(Strategy):
def __init__(self):
super(stoch_komposter_strategy, self).__init__()
self._k_period = self.Param("KPeriod", 5) \
.SetDisplay("K Period", "Stochastic %K calculation period", "Indicators")
self._d_period = self.Param("DPeriod", 3) \
.SetDisplay("D Period", "Stochastic %D smoothing period", "Indicators")
self._up_level = self.Param("UpLevel", 70.0) \
.SetDisplay("Upper Level", "Overbought threshold", "Indicators")
self._down_level = self.Param("DownLevel", 30.0) \
.SetDisplay("Lower Level", "Oversold threshold", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Timeframe for strategy", "General")
self._prev_k = None
@property
def k_period(self):
return self._k_period.Value
@property
def d_period(self):
return self._d_period.Value
@property
def up_level(self):
return self._up_level.Value
@property
def down_level(self):
return self._down_level.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(stoch_komposter_strategy, self).OnReseted()
self._prev_k = None
def OnStarted2(self, time):
super(stoch_komposter_strategy, self).OnStarted2(time)
self._prev_k = None
stochastic = StochasticOscillator()
stochastic.K.Length = self.k_period
stochastic.D.Length = self.d_period
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(stochastic, self.process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, stochastic)
self.DrawOwnTrades(area)
def process_candle(self, candle, stoch_value):
if candle.State != CandleStates.Finished:
return
if not stoch_value.IsFormed:
return
k = stoch_value.K
if k is None:
return
k = float(k)
if self._prev_k is None:
self._prev_k = k
return
down_lvl = float(self.down_level)
up_lvl = float(self.up_level)
prev = self._prev_k
if prev <= down_lvl and k > down_lvl and self.Position <= 0:
self.BuyMarket()
elif prev >= up_lvl and k < up_lvl and self.Position >= 0:
self.SellMarket()
self._prev_k = k
def CreateClone(self):
return stoch_komposter_strategy()