Calculation Position Size Based on Risk Strategy
Demonstrates sizing trades from account risk and a stop-loss percentage. Entries are random to show position sizing logic.
Details
- Entry Criteria:
- Long: every 333rd bar.
- Short: every 444th bar.
- Long/Short: Both directions.
- Exit Criteria:
- Stop loss only.
- Stops: Stop Loss.
- Default Values:
Stop Loss %= 10Risk Value= 2Risk Is Percent= trueLong Period= 333Short Period= 444
- Filters:
- Category: Risk Management
- Direction: Both
- Indicators: None
- Stops: Yes
- Complexity: Basic
- Timeframe: Intraday
- Seasonality: No
- Neural networks: No
- Divergence: No
- Risk level: Low
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>
/// EMA crossover strategy demonstrating risk-based position sizing concepts.
/// </summary>
public class CalculationPositionSizeBasedOnRiskStrategy : Strategy
{
private readonly StrategyParam<int> _fastLength;
private readonly StrategyParam<int> _slowLength;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevDiff;
public int FastLength { get => _fastLength.Value; set => _fastLength.Value = value; }
public int SlowLength { get => _slowLength.Value; set => _slowLength.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public CalculationPositionSizeBasedOnRiskStrategy()
{
_fastLength = Param(nameof(FastLength), 10)
.SetGreaterThanZero()
.SetDisplay("Fast EMA", "Fast EMA period", "General");
_slowLength = Param(nameof(SlowLength), 30)
.SetGreaterThanZero()
.SetDisplay("Slow EMA", "Slow EMA period", "General");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Candle Type", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevDiff = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var emaFast = new ExponentialMovingAverage { Length = FastLength };
var emaSlow = new ExponentialMovingAverage { Length = SlowLength };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(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 fast, decimal slow)
{
if (candle.State != CandleStates.Finished)
return;
var diff = fast - slow;
var crossUp = _prevDiff <= 0 && diff > 0;
var crossDown = _prevDiff >= 0 && diff < 0;
_prevDiff = diff;
if (crossUp && Position <= 0)
BuyMarket();
else if (crossDown && Position >= 0)
SellMarket();
}
}
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
class calculation_position_size_based_on_risk_strategy(Strategy):
def __init__(self):
super(calculation_position_size_based_on_risk_strategy, self).__init__()
self._fast_length = self.Param("FastLength", 10) \
.SetDisplay("Fast EMA", "Fast EMA period", "General")
self._slow_length = self.Param("SlowLength", 30) \
.SetDisplay("Slow EMA", "Slow EMA period", "General")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Candle Type", "General")
self._prev_diff = 0.0
@property
def fast_length(self):
return self._fast_length.Value
@property
def slow_length(self):
return self._slow_length.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(calculation_position_size_based_on_risk_strategy, self).OnReseted()
self._prev_diff = 0.0
def OnStarted2(self, time):
super(calculation_position_size_based_on_risk_strategy, self).OnStarted2(time)
ema_fast = ExponentialMovingAverage()
ema_fast.Length = self.fast_length
ema_slow = ExponentialMovingAverage()
ema_slow.Length = self.slow_length
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(ema_fast, ema_slow, self.on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, ema_fast)
self.DrawIndicator(area, ema_slow)
self.DrawOwnTrades(area)
def on_process(self, candle, fast, slow):
if candle.State != CandleStates.Finished:
return
diff = fast - slow
cross_up = self._prev_diff <= 0 and diff > 0
cross_down = self._prev_diff >= 0 and diff < 0
self._prev_diff = diff
if cross_up and self.Position <= 0:
self.BuyMarket()
elif cross_down and self.Position >= 0:
self.SellMarket()
def CreateClone(self):
return calculation_position_size_based_on_risk_strategy()