Overall Statistics |
Total Trades 9 Average Win 24.92% Average Loss 0% Compounding Annual Return 6.278% Drawdown 29.300% Expectancy 0 Net Profit 122.988% Sharpe Ratio 0.429 Probabilistic Sharpe Ratio 0.438% Loss Rate 0% Win Rate 100% Profit-Loss Ratio 0 Alpha 0.047 Beta 0.07 Annual Standard Deviation 0.117 Annual Variance 0.014 Information Ratio 0.039 Tracking Error 0.357 Treynor Ratio 0.717 Total Fees $150.25 Estimated Strategy Capacity $2000.00 Lowest Capacity Asset NOK YP8G69SI9YO6|NOK R735QTJ8XC9X |
#region imports from AlgorithmImports import * #endregion Balance = 10000 Minimum_Expiry = 720 Maximum_Expiry = 90 Max_Option_Price = 0.75 Min_Option_Price = 0.45 Profit_Taking = 1.8 class NOKLeapsBreakout(QCAlgorithm): def Initialize(self): self.SetStartDate(2010, 1, 1) self.SetEndDate(2023, 3, 1) self.SetCash(Balance) equity = self.AddEquity("NOK", Resolution.Minute) equity.SetDataNormalizationMode(DataNormalizationMode.Raw) self.equity = equity.Symbol self.SetBenchmark(self.equity) option = self.AddOption("NOK", Resolution.Minute) option.SetFilter(-2, 1, timedelta(Minimum_Expiry), timedelta(99999)) self.Schedule.On(self.DateRules.EveryDay(self.equity), \ self.TimeRules.AfterMarketOpen(self.equity, 30), \ self.Plotting) def OnData(self,data): 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(Maximum_Expiry) > option_invested[0].ID.Date: self.Liquidate(option_invested[0], "Too close to expiration") last_o_id = self.Transactions.LastOrderId self.Debug (f"| {self.Time} [+]--- Liquidate @ {str(self.Transactions.GetOrderTicket(last_o_id).AverageFillPrice)} || Stock @ {str(self.Portfolio[self.equity].Price)}|| Loss @ {str(self.Portfolio[option_invested[0]].LastTradeProfit)}") self.Debug (f"| {self.Time} [-]--- REASON: || <{(Maximum_Expiry)} DTE | {(option_invested[0].ID.Date - self.Time).days} DTE") return if not option_invested: for i in data.OptionChains: chains = i.Value self.BuyCall(chains) # Buy options - Call 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 and i.AskPrice < Max_Option_Price and i.AskPrice > Min_Option_Price] call_contracts = sorted(calls,key = lambda x: abs(x.Strike - x.UnderlyingLastPrice)) if len(call_contracts) == 0: return self.call = call_contracts[0] self.SetHoldings(self.call.Symbol, 0.3) quantity = self.Portfolio[self.call.Symbol].Quantity # <-- quantity is zero and the following orders will be invalid self.LimitOrder(self.call.Symbol, -quantity, (self.call.AskPrice * Profit_Taking)) self.Debug ("\r+-------------") self.Debug (f"| {self.Time} [+]--- BUY {str(self.call)} || Stock @ {str(self.call.UnderlyingLastPrice)}") self.Debug(f"Order Quantity filled: {self.Portfolio[self.call.Symbol].Quantity}; Fill price: {self.Portfolio[self.call.Symbol].AveragePrice}") self.Log("Bought NOK Options") def Plotting(self): # plot underlying's price self.Plot("Data Chart", self.equity, self.Securities[self.equity].Close) # plot strike of call option option_invested = [x.Key for x in self.Portfolio if x.Value.Invested and x.Value.Type==SecurityType.Option] if option_invested: self.Plot("Data Chart", "strike", option_invested[0].ID.StrikePrice) # plot Maximum against NOK Price - lookback 15 days self.Plot("My Indicators", "Nok Price", self.Securities[self.equity].Close) 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.Filled and order.Type == OrderType.Limit: self.Debug(f"{self.Time} [+]--- SELL {str(order.Quantity)} || Price @ {str(order.LimitPrice)}|| Profit @ {str(self.Portfolio[self.call.Symbol].LastTradeProfit)}") if order.Status == OrderStatus.Canceled: self.Log(str(orderEvent)) # Liquidate before options are exercised if order.Type == OrderType.OptionExercise: self.Liquidate()