| Overall Statistics |
|
Total Trades 0 Average Win 0% Average Loss 0% Compounding Annual Return 0% Drawdown 0% Expectancy 0 Net Profit 0% Sharpe Ratio 0 Probabilistic Sharpe Ratio 0% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0 Beta 0 Annual Standard Deviation 0 Annual Variance 0 Information Ratio -0.061 Tracking Error 0.192 Treynor Ratio 0 Total Fees $0.00 |
from datetime import timedelta
class BasicTemplateOptionsAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2018, 1, 1)
self.SetEndDate(2018, 4, 30)
self.SetCash(30000)
equity = self.AddEquity("SPY", Resolution.Minute)
option = self.AddOption("SPY", Resolution.Minute)
self.symbol = option.Symbol
equity.SetDataNormalizationMode(DataNormalizationMode.Raw)
option.SetFilter(-30, 30, timedelta(15), timedelta(45))
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 (slice.OptionChains.Count == 0) or (len(contract_list) == 0):
return
if not self.Portfolio["SPY"].Quantity == 100:
self.TradePuts(optionchain)
elif self.Portfolio["SPY"].Quantity == 100:
self.TradeCalls(optionchain)
def TradePuts(self,optionchain):
for i in optionchain:
if i.Key != self.symbol: continue
chain = i.Value
expiry = sorted(chain,key = lambda x: x.Expiry, reverse=True)[0].Expiry
put = [i for i in chain if i.Expiry == expiry and i.Right == 1 and i.Greeks.Delta <=-30]
put_contracts = sorted(put,key = lambda x: x.Greeks.Delta)
if len(put_contracts) == 0: continue
self.put = put_contracts[0]
self.Sell(self.put.Symbol ,1)
def TradeCalls(self,optionchain):
for i in optionchain:
if i.Key != self.symbol: continue
chain = i.Value
expiry = sorted(chain,key = lambda x: x.Expiry, reverse=True)[0].Expiry
call = [i for i in chain if i.Expiry == expiry and i.Right == 0 and i.Strike == self.Portfolio["SPY"].AvergaePrice]
if len(call) == 0: continue
self.call = call[0]
self.Sell(self.call.Symbol ,1)
def OnOrderEvent(self, orderEvent):
self.Log(str(orderEvent))