| Overall Statistics |
|
Total Trades 1 Average Win 0% Average Loss 0% Compounding Annual Return -99.985% Drawdown 31.200% Expectancy 0 Net Profit -20.760% Sharpe Ratio -0.775 Probabilistic Sharpe Ratio 14.445% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 3.166 Beta 5.855 Annual Standard Deviation 1.288 Annual Variance 1.659 Information Ratio -0.257 Tracking Error 1.118 Treynor Ratio -0.17 Total Fees $1.00 |
from datetime import timedelta
class BullCallSpreadAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2020, 1, 22)
self.SetEndDate(2020, 2, 1)
self.SetCash(10000)
equity = self.AddEquity("GOOG", Resolution.Minute)
equity.SetDataNormalizationMode(DataNormalizationMode.Raw)
option = self.AddOption("GOOG", Resolution.Minute)
self.symbol = option.Symbol
# set our strike/expiry filter for this option chain
option.SetFilter(-7, 7, timedelta(30), timedelta(60))
# use the underlying equity GOOG as the benchmark
self.SetBenchmark(equity.Symbol)
def OnData(self,slice):
optionchain = slice.OptionChains
for i in slice.OptionChains:
if i.Key != self.symbol: continue
chains = i.Value
contract_list = [x for x in chains]
# if there is no contracts in this optionchain, pass the instance
if (slice.OptionChains.Count == 0) or (len(contract_list) == 0):
return
# if there is no securities in portfolio, trade the options
if not self.Portfolio.Invested:
self.TradeOptions(optionchain)
def TradeOptions(self,optionchain):
for i in optionchain:
if i.Key != self.symbol: continue
chain = i.Value
# sorted the optionchain by expiration date and choose the furthest date
expiry = sorted(chain,key = lambda x: x.Expiry, reverse=True)[0].Expiry
# filter the call options from the contracts expires on that date
call = [i for i in chain if i.Expiry == expiry and i.Right == 0]
# sorted the contracts according to their strike prices
call_contracts = sorted(call,key = lambda x: x.Strike)
if len(call_contracts) == 0: continue
# call option contract with lower strike
call_low = call_contracts[0]
# call option contract with higher strike
call_high = call_contracts[-1]
self.Debug(f"{self.Time}: buy spread: {call_low.Expiry} {call_low.Strike} / {call_high.Strike}")
self.Buy(call_low.Symbol, 1)
self.Sell(call_high.Symbol ,1)
def OnOrderEvent(self, orderEvent):
self.Log(str(orderEvent))