| Overall Statistics |
|
Total Trades 2 Average Win 0% Average Loss 0% Compounding Annual Return -10.191% Drawdown 0.300% Expectancy 0 Net Profit -0.078% Sharpe Ratio -1.946 Probabilistic Sharpe Ratio 0% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0.286 Beta 0.543 Annual Standard Deviation 0.048 Annual Variance 0.002 Information Ratio 14.955 Tracking Error 0.041 Treynor Ratio -0.173 Total Fees $2.00 |
# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
# Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from datetime import timedelta
class CoveredCallAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2014, 1, 1)
self.SetEndDate(2014, 1, 3)
self.SetCash(100000)
self.equity = self.AddEquity("IBM", Resolution.Minute)
option = self.AddOption("IBM", Resolution.Minute)
self.symbol = option.Symbol
# set strike/expiry filter for this option chain
option.SetFilter(-3, +3, timedelta(0), timedelta(30))
self.show = True
def OnData(self,slice):
if not self.Portfolio["IBM"].Invested:
self.MarketOrder("IBM",100) # buy 100 shares of underlying stocks
option_invested = [x.Key for x in self.Portfolio if x.Value.Invested and x.Value.Type==SecurityType.Option]
if len(option_invested) < 1:
self.TradeOptions(slice)
def TradeOptions(self,slice):
for i in slice.OptionChains:
if i.Key != self.symbol: continue
chain = i.Value
if self.show:
self.show = False
self.Log(f"{chain.Contracts.Count}")
contracts = self.OptionChainProvider.GetOptionContractList(self.equity.Symbol, slice.Time)
self.Log(len(contracts))
# filter the call options contracts
call = [x for x in chain if x.Right == OptionRight.Call]
# sorted the contracts according to their expiration dates and choose the ATM options
contracts = sorted(sorted(call, key = lambda x: abs(chain.Underlying.Price - x.Strike)),
key = lambda x: x.Expiry, reverse=True)
if len(contracts) == 0: return
self.call = contracts[0].Symbol
# short the call options
self.MarketOrder(self.call, 1)