| Overall Statistics |
|
Total Trades 4 Average Win 0% Average Loss 0% Compounding Annual Return -1.200% Drawdown 0.200% Expectancy 0 Net Profit -0.095% Sharpe Ratio -1.227 Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha -0.003 Beta 0.025 Annual Standard Deviation 0.008 Annual Variance 0 Information Ratio 1.157 Tracking Error 0.234 Treynor Ratio -0.393 Total Fees $4.00 |
from datetime import timedelta
class IronCondorAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2015, 8, 28)
self.SetEndDate(2015, 9, 27)
self.SetCash(500000)
equity = self.AddEquity("GOOG", Resolution.Minute)
option = self.AddOption("GOOG", Resolution.Minute)
self.symbol = option.Symbol
option.SetFilter(self.UniverseFunc)
# use the underlying equity GOOG as the benchmark
self.SetBenchmark(equity.Symbol)
def OnData(self,slice):
self.TradeOptions(slice)
def TradeOptions(self,slice):
# If there is undelying assets in portfolio at expiration, liquidate the stocks in order to roll into new contracts
if self.Portfolio["GOOG"].Quantity != 0:
self.Liquidate()
if not self.Portfolio.Invested and self.Time.hour != 0 and self.Time.minute != 0:
for i in slice.OptionChains:
chain = i.Value
contract_list = [x for x in chain]
# if there is no optionchain or no contracts in this optionchain, pass the instance
if (slice.OptionChains.Count == 0) or (len(contract_list) == 0):
return
# sorted the optionchain by expiration date and choose the furthest date
expiry = sorted(chain,key = lambda x: x.Expiry)[-1].Expiry
# filter the call and put options from the contracts
call = [i for i in chain if i.Expiry == expiry and i.Right == 0]
put = [i for i in chain if i.Expiry == expiry and i.Right == 1]
# sorted the contracts according to their strike prices
call_contracts = sorted(call,key = lambda x: x.Strike)
put_contracts = sorted(put,key = lambda x: x.Strike)
if len(call_contracts) == 0 or len(put_contracts) == 0 : continue
otm_put_lower = put_contracts[0]
otm_put = put_contracts[10]
otm_call = call_contracts[-10]
otm_call_higher = call_contracts[-1]
self.trade_contracts = [otm_call.Symbol,otm_call_higher.Symbol,otm_put.Symbol,otm_put_lower.Symbol]
# if there is no securities in portfolio, trade the options
self.Buy(otm_put_lower.Symbol ,1)
self.Sell(otm_put.Symbol ,1)
self.Sell(otm_call.Symbol ,1)
self.Buy(otm_call_higher.Symbol ,1)
def OnOrderEvent(self, orderEvent):
self.Log(str(orderEvent))
def UniverseFunc(self, universe):
return universe.IncludeWeeklys().Strikes(-15, 15).Expiration(timedelta(0), timedelta(40))