# 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 AlgorithmImports import * class IndexOptionPutCalendarSpreadAlgorithm(QCAlgorithm): def initialize(self): self.set_start_date(2020, 1, 1) self.set_end_date(2023, 1, 1) self.set_cash(50000) self.vxz = self.add_equity("VXZ", Resolution.MINUTE).symbol index = self.add_index("VIX", Resolution.MINUTE).symbol option = self.add_index_option(index, "VIXW", Resolution.MINUTE) option.set_filter(lambda x: x.strikes(-2, 2).expiration(15, 45)) self.vixw = option.symbol self.tickets = [] self.expiry = datetime.max def on_data(self, slice: Slice) -> None: if not self.portfolio[self.vxz].invested: self.market_order(self.vxz, 100) index_options_invested = [leg for leg in self.tickets if self.portfolio[leg.symbol].invested] # Liquidate if the shorter term option is about to expire if self.expiry < self.time + timedelta(2) and all([slice.contains_key(x.symbol) for x in self.tickets]): for holding in index_options_invested: self.liquidate(holding.symbol) # Return if there is any opening index option position elif index_options_invested: return # Get the OptionChain chain = slice.option_chains.get(self.vixw) if not chain: return # Get ATM strike price strike = sorted(chain, key = lambda x: abs(x.strike - chain.underlying.value))[0].strike # Select the ATM put Option contracts and sort by expiration date puts = sorted([i for i in chain if i.strike == strike and i.right == OptionRight.PUT], key=lambda x: x.expiry) if len(puts) < 2: return self.expiry = puts[0].expiry # Sell the put calendar spread put_calendar_spread = OptionStrategies.put_calendar_spread(self.vixw, strike, self.expiry, puts[-1].expiry) self.tickets = self.sell(put_calendar_spread, 1, asynchronous=True)