Overall Statistics |
Total Trades 92 Average Win 0.97% Average Loss -0.60% Compounding Annual Return -12.640% Drawdown 12.800% Expectancy -0.487 Net Profit -12.629% Sharpe Ratio -1.425 Probabilistic Sharpe Ratio 0.025% Loss Rate 80% Win Rate 20% Profit-Loss Ratio 1.62 Alpha -0.089 Beta 0.007 Annual Standard Deviation 0.061 Annual Variance 0.004 Information Ratio -1.074 Tracking Error 0.241 Treynor Ratio -12.878 Total Fees $546.00 Estimated Strategy Capacity $16000.00 Lowest Capacity Asset MSFT WYTI0XB8YIJQ|MSFT R735QTJ8XC9X |
class BreakoutCallBuy(QCAlgorithm): def Initialize(self): self.SetStartDate(2018, 1, 1) self.SetEndDate(2019, 1, 1) self.SetCash(100000) equity = self.AddEquity("MSFT", Resolution.Minute) equity.SetDataNormalizationMode(DataNormalizationMode.Raw) self.equity = equity.Symbol self.SetBenchmark(self.equity) option = self.AddOption("MSFT", Resolution.Minute) option.SetFilter(-3, 3, timedelta(20), timedelta(40)) self.high = self.MAX(self.equity, 21, Resolution.Daily, Field.High) def OnData(self,data): if not self.high.IsReady: return option_invested = [x.Key for x in self.Portfolio if x.Value.Invested and x.Value.Type==SecurityType.Option] if option_invested: if self.Time + timedelta(4) > option_invested[0].ID.Date: self.Liquidate(option_invested[0], "Too close to expiration") return if self.Securities[self.equity].Price >= self.high.Current.Value: for i in data.OptionChains: chains = i.Value self.BuyCall(chains) def BuyCall(self,chains): expiry = sorted(chains,key = lambda x: x.Expiry, reverse=True)[0].Expiry calls = [i for i in chains if i.Expiry == expiry and i.Right == OptionRight.Call] call_contracts = sorted(calls,key = lambda x: abs(x.Strike - x.UnderlyingLastPrice)) if len(call_contracts) == 0: return self.call = call_contracts[0] quantity = self.Portfolio.TotalPortfolioValue / self.call.AskPrice quantity = int( 0.05 * quantity / 100 ) # Buy calls and set stop and take profit levels self.Buy(self.call.Symbol, quantity) self.LimitOrder(self.call.Symbol, -quantity, (self.call.AskPrice * 1.2)) self.StopMarketOrder(self.call.Symbol, -quantity, (self.call.AskPrice * 0.9)) def OnOrderEvent(self, orderEvent): order = self.Transactions.GetOrderById(orderEvent.OrderId) # Cancel remaining order if limit order or stop loss order is executed if order.Status == OrderStatus.Filled: if order.Type == OrderType.Limit or OrderType.StopMarket: self.Transactions.CancelOpenOrders(order.Symbol) if order.Status == OrderStatus.Canceled: self.Log(str(orderEvent)) # Liquidate before options are exercised if order.Type == OrderType.OptionExercise: self.Liquidate()