# 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 * ### ### This example demonstrates how to execute a Call Butterfly option equity strategy ### It adds options for a given underlying equity security, and shows how you can prefilter contracts easily based on strikes and expirations ### ### ### ### ### class BasicTemplateOptionEquityStrategyAlgorithm(QCAlgorithm): underlying_ticker = "GOOG" def initialize(self) -> None: self.set_start_date(2015, 12, 24) self.set_end_date(2015, 12, 24) equity = self.add_equity(self.underlying_ticker) option = self.add_option(self.underlying_ticker) self._option_symbol = option.symbol # set our strike/expiry filter for this option chain option.set_filter(lambda u: (u.strikes(-2, +2) # Expiration method accepts TimeSpan objects or integer for days. # The following statements yield the same filtering criteria .expiration(0, 180))) def on_data(self, slice: Slice) -> None: if self.portfolio.invested or not self.is_market_open(self._option_symbol): return chain = slice.option_chains.get(self._option_symbol) if not chain: return grouped_by_expiry = dict() for contract in [contract for contract in chain if contract.right == OptionRight.CALL]: grouped_by_expiry.setdefault(int(contract.expiry.timestamp()), []).append(contract) first_expiry = list(sorted(grouped_by_expiry))[0] call_contracts = sorted(grouped_by_expiry[first_expiry], key = lambda x: x.strike) expiry = call_contracts[0].expiry lower_strike = call_contracts[0].strike middle_strike = call_contracts[1].strike higher_strike = call_contracts[2].strike option_strategy = OptionStrategies.call_butterfly(self._option_symbol, higher_strike, middle_strike, lower_strike, expiry) self.order(option_strategy, 10) def on_order_event(self, order_event: OrderEvent) -> None: self.log(str(order_event))