在 GitHub 上查看

Bull vs Medved 策略

Bull vs Medved 是从 MetaTrader 5 移植而来的限价突破策略。策略监控最近三根已完成的 K 线,只在一天内六个可配置的五分钟时间窗口内允许下单。当出现指定的多头或空头蜡烛组合时,策略会按照与当前买卖价差的固定偏移放置挂单,并使用对称的止损与止盈保护头寸。

交易逻辑

  1. 交易窗口:仅当当前时间处于六个时间窗口之一时才会评估信号(默认窗口为 00:05、04:05、08:05、12:05、16:05、20:05,每个窗口持续 5 分钟)。一旦离开窗口,单窗口只下一单的限制会被重置。
  2. 所需数据:策略至少等待三根完整的蜡烛。所有条件都基于最近三根已收盘蜡烛的开收价。
  3. 多头条件
    • 常规多头:倒数第三根蜡烛收于第二根的开盘价之上,第二根的实体至少为 1 个点,最近一根蜡烛的实体大于 CandleSizePips
    • 劣质多头过滤:若三根蜡烛的实体都很大且方向一致,则忽略信号,以避免追入过度拉升。
    • “冷静多头”:若第二根蜡烛出现至少 2 个点的看跌回撤,则最新一根必须重新站上该回撤且实体不小于 CandleSizePips 的 40%。常规多头(未被过滤)或“冷静多头”任意满足即可触发做多。
    • 满足做多条件时,在最佳卖价下方 IndentUpPips 的距离放置 buy limit 挂单(自动转换为价格单位)。
  4. 空头条件:若最近一根蜡烛的看跌实体超过 CandleSizePips,则在最佳买价上方 IndentDownPips 位置放置 sell limit 挂单。
  5. 风控管理:订单成交后立即使用配置的点数距离附加绝对止损和止盈。
  6. 订单管理:每个时间窗口仅允许发送一张挂单,并且在同一标的仍有活动的限价单时不会再次下单。

参数

  • OrderVolume – 挂单的交易数量。
  • CandleSizePips – 最近一根蜡烛所需的最小实体(点)。
  • StopLossPips – 止损距离,按点数从入场价计算。
  • TakeProfitPips – 止盈距离。
  • IndentUpPips – buy limit 相对于最佳卖价的下移距离。
  • IndentDownPips – sell limit 相对于最佳买价的上移距离。
  • EntryWindowMinutes – 每个交易窗口的持续时间。
  • CandleType – 用于判断形态的 K 线周期。
  • StartTime0StartTime5 – 六个交易窗口的起始时间。

其他说明

  • 策略订阅盘口数据以获得最新买价与卖价用于精确挂单;如果盘口暂不可用,则退化为使用最近一根蜡烛的收盘价。
  • 所有距离会根据 3 位或 5 位报价自动转换为标准“点”单位。
  • 止损/止盈通过 StartProtection 创建,因此目标价位会根据实际成交价动态设置。
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;

using StockSharp.Algo;

namespace StockSharp.Samples.Strategies;

/// <summary>
/// Bull vs Medved strategy converted from MetaTrader 5.
/// Enters market orders during predefined intraday windows when bullish or bearish candle sequences appear.
/// </summary>
public class BullVsMedvedStrategy : Strategy
{
	private readonly StrategyParam<decimal> _candleSizePips;
	private readonly StrategyParam<decimal> _stopLossPips;
	private readonly StrategyParam<decimal> _takeProfitPips;
	private readonly StrategyParam<int> _entryWindowMinutes;
	private readonly StrategyParam<DataType> _candleType;
	private readonly StrategyParam<TimeSpan> _startTime0;
	private readonly StrategyParam<TimeSpan> _startTime1;
	private readonly StrategyParam<TimeSpan> _startTime2;
	private readonly StrategyParam<TimeSpan> _startTime3;
	private readonly StrategyParam<TimeSpan> _startTime4;
	private readonly StrategyParam<TimeSpan> _startTime5;

	private decimal _pointValue;
	private decimal _pipValue;
	private decimal _bodyMinSize;
	private decimal _pullbackSize;
	private decimal _candleSizeThreshold;
	private decimal _stopLossOffset;
	private decimal _takeProfitOffset;

	private bool _orderPlacedInWindow;

	private ICandleMessage _previousCandle1;
	private ICandleMessage _previousCandle2;
	private TimeSpan[] _entryTimes = Array.Empty<TimeSpan>();

	/// <summary>
	/// Initializes a new instance of the strategy.
	/// </summary>
	public BullVsMedvedStrategy()
	{
		_candleSizePips = Param(nameof(CandleSizePips), 500m)
		.SetDisplay("Candle Size (pips)", "Minimum body size for the latest candle", "Filters")
		.SetGreaterThanZero()

		.SetOptimize(25m, 150m, 25m);

		_stopLossPips = Param(nameof(StopLossPips), 60m)
		.SetDisplay("Stop Loss (pips)", "Distance from entry for protective stop", "Risk")
		.SetGreaterThanZero()

		.SetOptimize(20m, 120m, 20m);

		_takeProfitPips = Param(nameof(TakeProfitPips), 60m)
		.SetDisplay("Take Profit (pips)", "Distance from entry for profit target", "Risk")
		.SetGreaterThanZero()

		.SetOptimize(20m, 120m, 20m);

		_entryWindowMinutes = Param(nameof(EntryWindowMinutes), 30)
		.SetDisplay("Entry Window (min)", "Duration of each trading window", "Timing")
		.SetGreaterThanZero();

		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
		.SetDisplay("Candle Type", "Primary timeframe for pattern detection", "Data");

		_startTime0 = Param(nameof(StartTime0), new TimeSpan(0, 0, 0))
		.SetDisplay("Start Time #1", "First trading window start", "Timing");

		_startTime1 = Param(nameof(StartTime1), new TimeSpan(4, 0, 0))
		.SetDisplay("Start Time #2", "Second trading window start", "Timing");

		_startTime2 = Param(nameof(StartTime2), new TimeSpan(8, 0, 0))
		.SetDisplay("Start Time #3", "Third trading window start", "Timing");

		_startTime3 = Param(nameof(StartTime3), new TimeSpan(12, 0, 0))
		.SetDisplay("Start Time #4", "Fourth trading window start", "Timing");

		_startTime4 = Param(nameof(StartTime4), new TimeSpan(16, 0, 0))
		.SetDisplay("Start Time #5", "Fifth trading window start", "Timing");

		_startTime5 = Param(nameof(StartTime5), new TimeSpan(20, 0, 0))
		.SetDisplay("Start Time #6", "Sixth trading window start", "Timing");
	}

	/// <summary>
	/// Minimum body size (in pips) required for the most recent candle.
	/// </summary>
	public decimal CandleSizePips
	{
		get => _candleSizePips.Value;
		set => _candleSizePips.Value = value;
	}

	/// <summary>
	/// Stop-loss distance in pips.
	/// </summary>
	public decimal StopLossPips
	{
		get => _stopLossPips.Value;
		set => _stopLossPips.Value = value;
	}

	/// <summary>
	/// Take-profit distance in pips.
	/// </summary>
	public decimal TakeProfitPips
	{
		get => _takeProfitPips.Value;
		set => _takeProfitPips.Value = value;
	}

	/// <summary>
	/// Duration of each entry window in minutes.
	/// </summary>
	public int EntryWindowMinutes
	{
		get => _entryWindowMinutes.Value;
		set => _entryWindowMinutes.Value = value;
	}

	/// <summary>
	/// Candle type used to evaluate price patterns.
	/// </summary>
	public DataType CandleType
	{
		get => _candleType.Value;
		set => _candleType.Value = value;
	}

	/// <summary>
	/// First trading window start time.
	/// </summary>
	public TimeSpan StartTime0
	{
		get => _startTime0.Value;
		set => _startTime0.Value = value;
	}

	/// <summary>
	/// Second trading window start time.
	/// </summary>
	public TimeSpan StartTime1
	{
		get => _startTime1.Value;
		set => _startTime1.Value = value;
	}

	/// <summary>
	/// Third trading window start time.
	/// </summary>
	public TimeSpan StartTime2
	{
		get => _startTime2.Value;
		set => _startTime2.Value = value;
	}

	/// <summary>
	/// Fourth trading window start time.
	/// </summary>
	public TimeSpan StartTime3
	{
		get => _startTime3.Value;
		set => _startTime3.Value = value;
	}

	/// <summary>
	/// Fifth trading window start time.
	/// </summary>
	public TimeSpan StartTime4
	{
		get => _startTime4.Value;
		set => _startTime4.Value = value;
	}

	/// <summary>
	/// Sixth trading window start time.
	/// </summary>
	public TimeSpan StartTime5
	{
		get => _startTime5.Value;
		set => _startTime5.Value = value;
	}

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

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();

		_pointValue = 0m;
		_pipValue = 0m;
		_bodyMinSize = 0m;
		_pullbackSize = 0m;
		_candleSizeThreshold = 0m;
		_stopLossOffset = 0m;
		_takeProfitOffset = 0m;
		_orderPlacedInWindow = false;
		_previousCandle1 = null;
		_previousCandle2 = null;
		_entryTimes = Array.Empty<TimeSpan>();
	}

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

		var decimals = Security?.Decimals ?? 0;
		var adjust = decimals == 3 || decimals == 5 ? 10m : 1m;

		_pointValue = Security?.PriceStep ?? 1m;
		_pipValue = _pointValue * adjust;
		_bodyMinSize = 10m * _pointValue;
		_pullbackSize = 20m * _pointValue;
		_candleSizeThreshold = CandleSizePips * _pipValue;
		_stopLossOffset = StopLossPips * _pipValue;
		_takeProfitOffset = TakeProfitPips * _pipValue;

		_entryTimes = new[]
		{
			StartTime0,
			StartTime1,
			StartTime2,
			StartTime3,
			StartTime4,
			StartTime5
		};

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

		StartProtection(
		stopLoss: _stopLossOffset > 0m ? new Unit(_stopLossOffset, UnitTypes.Absolute) : null,
		takeProfit: _takeProfitOffset > 0m ? new Unit(_takeProfitOffset, UnitTypes.Absolute) : null,
		useMarketOrders: true);
	}

	private void ProcessCandle(ICandleMessage candle)
	{
		// Ignore unfinished candles because their prices are not final.
		if (candle.State != CandleStates.Finished)
			return;

		// Skip processing if trading environment is not ready.
		if (!IsFormedAndOnlineAndAllowTrading())
			return;

		var inWindow = IsWithinEntryWindow(candle.CloseTime);
		if (!inWindow)
		{
			_orderPlacedInWindow = false;
			ShiftHistory(candle);
			return;
		}

		if (_orderPlacedInWindow)
		{
			ShiftHistory(candle);
			return;
		}

		if (_previousCandle1 is null || _previousCandle2 is null)
		{
			ShiftHistory(candle);
			return;
		}

		var shift1 = candle;
		var shift2 = _previousCandle1;
		var shift3 = _previousCandle2;

		var placedOrder = false;

		var isBull = IsBull(shift3, shift2, shift1);
		var isBadBull = IsBadBull(shift3, shift2, shift1);
		var isCoolBull = IsCoolBull(shift2, shift1);
		var isBear = IsBear(shift1);

		if (isBull && !isBadBull)
			placedOrder = TryBuy();
		else if (isCoolBull)
			placedOrder = TryBuy();
		else if (isBear)
			placedOrder = TrySell();

		if (placedOrder)
			_orderPlacedInWindow = true;

		ShiftHistory(candle);
	}

	private bool IsWithinEntryWindow(DateTimeOffset time)
	{
		var window = TimeSpan.FromMinutes(EntryWindowMinutes);
		var tod = time.TimeOfDay;

		for (var i = 0; i < _entryTimes.Length; i++)
		{
			var start = _entryTimes[i];
			var end = start + window;

			if (tod >= start && tod <= end)
				return true;
		}

		return false;
	}

	private bool TryBuy()
	{
		if (Position != 0)
			return false;

		BuyMarket();
		return true;
	}

	private bool TrySell()
	{
		if (Position != 0)
			return false;

		SellMarket();
		return true;
	}

	private bool IsBull(ICandleMessage shift3, ICandleMessage shift2, ICandleMessage shift1)
	{
		return shift3.ClosePrice > shift2.OpenPrice &&
		(shift2.ClosePrice - shift2.OpenPrice) >= _bodyMinSize &&
		(shift1.ClosePrice - shift1.OpenPrice) >= _candleSizeThreshold;
	}

	private bool IsBadBull(ICandleMessage shift3, ICandleMessage shift2, ICandleMessage shift1)
	{
		return (shift3.ClosePrice - shift3.OpenPrice) >= _bodyMinSize &&
		(shift2.ClosePrice - shift2.OpenPrice) >= _bodyMinSize &&
		(shift1.ClosePrice - shift1.OpenPrice) >= _candleSizeThreshold;
	}

	private bool IsCoolBull(ICandleMessage shift2, ICandleMessage shift1)
	{
		return (shift2.OpenPrice - shift2.ClosePrice) >= _pullbackSize &&
		shift2.ClosePrice <= shift1.OpenPrice &&
		shift1.ClosePrice > shift2.OpenPrice &&
		(shift1.ClosePrice - shift1.OpenPrice) >= 0.4m * _candleSizeThreshold;
	}

	private bool IsBear(ICandleMessage shift1)
	{
		return (shift1.OpenPrice - shift1.ClosePrice) >= _candleSizeThreshold;
	}

	private void ShiftHistory(ICandleMessage candle)
	{
		_previousCandle2 = _previousCandle1;
		_previousCandle1 = candle;
	}
}