Overall Statistics |
Total Trades 3315 Average Win 0.01% Average Loss -0.01% Compounding Annual Return -50.114% Drawdown 8.200% Expectancy -0.695 Net Profit -8.160% Sharpe Ratio -10.443 Probabilistic Sharpe Ratio 0% Loss Rate 89% Win Rate 11% Profit-Loss Ratio 1.66 Alpha -0.346 Beta -0.07 Annual Standard Deviation 0.037 Annual Variance 0.001 Information Ratio -6.345 Tracking Error 0.149 Treynor Ratio 5.514 Total Fees $0.00 Estimated Strategy Capacity $42000.00 Lowest Capacity Asset SPXW Y5ZD03UXOOI6|SPX 31 |
# This is not a very good strategy. # from AlgorithmImports import * ### <summary> ### This example demonstrates how to add and trade SPX index weekly options ### </summary> class BasicTemplateSPXWeeklyIndexOptionsAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2023, 1, 1) self.SetEndDate(2023, 2, 14) self.SetCash(100000) self.spx = self.AddIndex("SPX", Resolution.Minute) # weekly option SPX contracts spxw = self.AddIndexOption(self.spx.Symbol, "SPXW") # set our strike/expiry filter for this option chain spxw.SetFilter(lambda u: (u.Strikes(-25, 25) .Expiration(0,0) .IncludeWeeklys())) self.spxw_option = spxw.Symbol self.day_low = 10000 self.day_high = 0 #self.SetWarmUp(90, Resolution.Minute) self.AddRiskManagement(MaximumDrawdownPercentPerSecurity(2.0)) # fix stop loss at 10% self.AddRiskManagement(MaximumUnrealizedProfitPercentPerSecurity(1)) # fixed take profit at 10% self.AddRiskManagement(TrailingStopRiskManagementModel(0.05)) # trailing stop at 5% def OnData(self,slice): #day high and day low current_price = self.spx.Price if current_price < self.day_low: self.day_low = current_price if current_price > self.day_high: self.day_high = current_price ratio = current_price/self.day_high #self.Debug(current_price) #self.Debug(int(self.day_low)) #self.Debug(ratio) if self.Portfolio.Invested: return if self.Time.hour <= 10: return delta = 0.05 chain = slice.OptionChains.GetValue(self.spxw_option) if chain is None: return call = [x for x in chain if x.Right == OptionRight.Call] put = [x for x in chain if x.Right == OptionRight.Put] # we sort the contracts to find contract with the right delta put_contract = sorted(put,key = lambda x: abs(abs(x.Greeks.Delta) - delta)) call_contract = sorted(call,key = lambda x: abs(x.Greeks.Delta - delta)) # if found, trade it if len(put_contract) == 0: return else: if current_price <= 1.001*self.day_low: put_ = put_contract[0].Symbol self.MarketOrder(put_, -1) if len(call_contract) == 0: return else: if current_price >= 0.999*self.day_high: call_ = call_contract[0].Symbol self.MarketOrder(call_, -1) def OnOrderEvent(self, orderEvent): self.Debug(str(orderEvent)) def OnEndOfDay(self): self.day_low = 10000 self.day_high = 0