using Wickra; using Wickra.Examples; // Strategy example: Bollinger-squeeze breakout with an ATR(14) trailing stop. // // Enters long when Bollinger bandwidth makes a new SqueezeLookback low (a // volatility squeeze) and price closes above the upper band; exits on an ATR(14) // trailing stop or when the upper band falls back below the entry. 0.1% fees per // trade. The C# counterpart of examples/python/strategy_bollinger_squeeze.py, // printing the same summary. Uses the checked-in examples/data/btcusdt-1d.csv // dataset (pass a CSV path to override). const double Fee = 0.001; const double AtrStopMult = 2.0; const int SqueezeLookback = 180; var bars = args.Length > 0 ? MarketData.LoadOhlcvCsv(args[0]) : MarketData.BundledCandles("btcusdt-1d.csv"); using var bollinger = new BollingerBands(20, 2.0); using var atr = new Atr(14); var inPosition = false; var entryPrice = 0.0; var stopLevel = 0.0; var closedTrades = new List(); var equity = 1.0; var equityCurve = new List(); var bwWindow = new Queue(); foreach (var b in bars) { var bands = bollinger.Update(b.Close); var atrValue = atr.Update(b.Open, b.High, b.Low, b.Close, b.Volume, b.Timestamp); var price = b.Close; equityCurve.Add(inPosition ? equity * (price / entryPrice) : equity); if (bands is not { } band || !double.IsFinite(atrValue)) { continue; } if (Math.Abs(band.Middle) <= 1e-12) { continue; } var bandwidth = (band.Upper - band.Lower) / band.Middle; bwWindow.Enqueue(bandwidth); if (bwWindow.Count > SqueezeLookback) { bwWindow.Dequeue(); } if (bwWindow.Count < SqueezeLookback) { continue; } var minBw = bwWindow.Min(); if (inPosition) { if (price < stopLevel || band.Upper < entryPrice) { var tradeRet = price / entryPrice - 1.0; closedTrades.Add(tradeRet); equity *= (1.0 + tradeRet) * (1.0 - Fee); inPosition = false; } } else { var isNewLow = Math.Abs(bandwidth - minBw) < 1e-12; if (isNewLow && price > band.Upper) { entryPrice = price; stopLevel = price - AtrStopMult * atrValue; equity *= 1.0 - Fee; inPosition = true; } } } if (inPosition) { var tradeRet = bars[^1].Close / entryPrice - 1.0; closedTrades.Add(tradeRet); equity *= (1.0 + tradeRet) * (1.0 - Fee); } Backtest.PrintSummary("Bollinger Squeeze Breakout (1d, BTCUSDT)", bars[0].Close, bars[^1].Close, bars.Length, closedTrades, equity, equityCurve);