Deutsch DE
Auf GitHub ansehen

Parabolic SAR Reversal Strategy

The Parabolic SAR indicator places dots above or below price to signal trend direction. When the dots flip sides, it may mark the end of the previous move. This strategy enters trades on that switch, expecting a short-term reversal.

Testing indicates an average annual return of about 148%. It performs best in the forex market.

A running Parabolic SAR value is maintained for each candle. If the indicator moves from above price to below, a long position is opened. If it flips from below to above, a short trade is executed. The method does not use an explicit profit target and typically relies on discretionary exit or trailing stops outside the sample code.

Because SAR reacts quickly, false signals can occur in ranging markets, so it's best used when price makes decisive swings.

Details

  • Entry Criteria: Parabolic SAR switches sides relative to price.
  • Long/Short: Both.
  • Exit Criteria: Manual or external stop.
  • Stops: Not defined.
  • Default Values:
    • InitialAcceleration = 0.02
    • MaxAcceleration = 0.2
    • CandleType = 15 minute
  • Filters:
    • Category: Trend following
    • Direction: Both
    • Indicators: Parabolic SAR
    • Stops: Optional
    • Complexity: Basic
    • Timeframe: Intraday
    • Seasonality: No
    • Neural networks: No
    • Divergence: No
    • Risk level: Medium
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>
/// Parabolic SAR Reversal strategy.
/// Enters long when SAR switches from above to below price.
/// Enters short when SAR switches from below to above price.
/// Uses cooldown to control trade frequency.
/// </summary>
public class ParabolicSarReversalStrategy : Strategy
{
	private readonly StrategyParam<decimal> _acceleration;
	private readonly StrategyParam<decimal> _accelerationMax;
	private readonly StrategyParam<DataType> _candleType;
	private readonly StrategyParam<int> _cooldownBars;

	private bool? _prevSarAbove;
	private int _cooldown;

	/// <summary>
	/// Initial acceleration.
	/// </summary>
	public decimal Acceleration
	{
		get => _acceleration.Value;
		set => _acceleration.Value = value;
	}

	/// <summary>
	/// Max acceleration.
	/// </summary>
	public decimal AccelerationMax
	{
		get => _accelerationMax.Value;
		set => _accelerationMax.Value = value;
	}

	/// <summary>
	/// Candle type.
	/// </summary>
	public DataType CandleType
	{
		get => _candleType.Value;
		set => _candleType.Value = value;
	}

	/// <summary>
	/// Cooldown bars.
	/// </summary>
	public int CooldownBars
	{
		get => _cooldownBars.Value;
		set => _cooldownBars.Value = value;
	}

	/// <summary>
	/// Constructor.
	/// </summary>
	public ParabolicSarReversalStrategy()
	{
		_acceleration = Param(nameof(Acceleration), 0.02m)
			.SetRange(0.01m, 0.05m)
			.SetDisplay("Acceleration", "Initial acceleration factor", "SAR");

		_accelerationMax = Param(nameof(AccelerationMax), 0.2m)
			.SetRange(0.1m, 0.3m)
			.SetDisplay("Max Acceleration", "Maximum acceleration factor", "SAR");

		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles to use", "General");

		_cooldownBars = Param(nameof(CooldownBars), 500)
			.SetRange(1, 1000)
			.SetDisplay("Cooldown Bars", "Bars to wait between trades", "General");
	}

	/// <inheritdoc />
	public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
	{
		return [(Security, CandleType)];
	}

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_prevSarAbove = null;
		_cooldown = default;
	}

	/// <inheritdoc />
	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);

		_prevSarAbove = null;
		_cooldown = 0;

		var sar = new ParabolicSar
		{
			Acceleration = Acceleration,
			AccelerationMax = AccelerationMax
		};

		var subscription = SubscribeCandles(CandleType);
		subscription
			.Bind(sar, ProcessCandle)
			.Start();

		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawIndicator(area, sar);
			DrawOwnTrades(area);
		}
	}

	private void ProcessCandle(ICandleMessage candle, decimal sarValue)
	{
		if (candle.State != CandleStates.Finished)
			return;

		if (!IsFormedAndOnlineAndAllowTrading())
			return;

		var isSarAbove = sarValue > candle.ClosePrice;

		if (_prevSarAbove == null)
		{
			_prevSarAbove = isSarAbove;
			return;
		}

		if (_cooldown > 0)
		{
			_cooldown--;
			_prevSarAbove = isSarAbove;
			return;
		}

		// SAR switched from above to below = bullish signal
		var sarSwitchedBelow = _prevSarAbove == true && !isSarAbove;
		// SAR switched from below to above = bearish signal
		var sarSwitchedAbove = _prevSarAbove == false && isSarAbove;

		if (Position == 0 && sarSwitchedBelow)
		{
			BuyMarket();
			_cooldown = CooldownBars;
		}
		else if (Position == 0 && sarSwitchedAbove)
		{
			SellMarket();
			_cooldown = CooldownBars;
		}
		else if (Position > 0 && sarSwitchedAbove)
		{
			SellMarket();
			_cooldown = CooldownBars;
		}
		else if (Position < 0 && sarSwitchedBelow)
		{
			BuyMarket();
			_cooldown = CooldownBars;
		}

		_prevSarAbove = isSarAbove;
	}
}