Overall Statistics |
Total Trades 32 Average Win 0.07% Average Loss -0.19% Compounding Annual Return -0.809% Drawdown 2.900% Expectancy -0.498 Net Profit -1.615% Sharpe Ratio -0.875 Probabilistic Sharpe Ratio 0.098% Loss Rate 62% Win Rate 38% Profit-Loss Ratio 0.34 Alpha -0 Beta -0.028 Annual Standard Deviation 0.006 Annual Variance 0 Information Ratio -0.868 Tracking Error 0.217 Treynor Ratio 0.199 Total Fees $32.00 Estimated Strategy Capacity $900000000.00 Lowest Capacity Asset SPY R735QTJ8XC9X |
# region imports from AlgorithmImports import * # endregion class UpgradedYellowScorpion(QCAlgorithm): stopMarketTicket = None stopMarketOrderFillTime = datetime.min highestSPYPrice = -1 def Initialize(self): self.SetStartDate(2020, 1, 1) self.SetEndDate(2022, 1, 1) self.SetCash(10000) spy = self.AddEquity("SPY" , Resolution.Daily) spy.SetDataNormalizationMode(DataNormalizationMode.Raw) self.Pair = "SPY" self.symbols = [self.Pair] self.prevPrices = { symbol : RollingWindow[TradeBar](7) for symbol in self.symbols } self.Long = None self.Short = None def OnData(self, data): for symbol in self.symbols: if data.ContainsKey(symbol): self.prevPrices[symbol].Add( data[symbol] ) if not all([ window.IsReady for window in self.prevPrices.values() ]): return Pair1_window = self.prevPrices[self.Pair] Pair1_1D = Pair1_window[1].Close Pair1_0D = Pair1_window[0].Close # short position if not self.Portfolio.Invested and Pair1_0D > Pair1_1D: self.Short = self.MarketOrder("SPY", -1) self.stopMarketTicket = self.StopMarketOrder("SPY", 1, 1.1 * self.Securities["SPY"].Close) if self.Short is not None and self.Securities ["SPY"].Close < self.highestSPYPrice: self.highestSPYPrice = self.Securities ["SPY"].Close updateFields = UpdateOrderFields() updateFields.StopPrice = self.highestSPYPrice * 1.1 self.stopMarketTicket.Update(updateFields) # long position if not self.Portfolio.Invested and Pair1_0D < Pair1_1D: self.Long = self.MarketOrder("SPY", 1) self.stopMarketTicket = self.StopMarketOrder("SPY", -1, 0.9 * self.Securities["SPY"].Close) if self.Long is not None and self.Securities ["SPY"].Close > self.highestSPYPrice: self.highestSPYPrice = self.Securities ["SPY"].Close updateFields = UpdateOrderFields() updateFields.StopPrice = self.highestSPYPrice * 0.9 self.stopMarketTicket.Update(updateFields) def OnOrderEvent(self, orderEvent): if orderEvent.Status != OrderStatus.Filled: return if self.stopMarketTicket is not None and self.stopMarketTicket.OrderId == orderEvent.OrderId: self.stopMarketOrderFillTime = self.Time