# 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 BasicTemplateIndexOptionsAlgorithm(QCAlgorithm): def initialize(self) -> None: self.set_start_date(2021, 1, 4) self.set_end_date(2021, 2, 1) self.set_cash(1000000) self.spx = self.add_index("SPX", Resolution.MINUTE).symbol spx_options = self.add_index_option(self.spx, Resolution.MINUTE) spx_options.set_filter(lambda x: x.calls_only()) self.ema_slow = self.ema(self.spx, 80) self.ema_fast = self.ema(self.spx, 200) def on_data(self, data: Slice) -> None: if self.spx not in data.bars or not self.ema_slow.is_ready: return for chain in data.option_chains.values(): for contract in chain.contracts.values(): if self.portfolio.invested: continue if (self.ema_fast > self.ema_slow and contract.right == OptionRight.CALL) or \ (self.ema_fast < self.ema_slow and contract.right == OptionRight.PUT): self.liquidate(self.invert_option(contract.symbol)) self.market_order(contract.symbol, 1) def on_end_of_algorithm(self) -> None: if self.portfolio[self.spx].total_sale_volume > 0: raise AssertionError("Index is not tradable.") if self.portfolio.total_sale_volume == 0: raise AssertionError("Trade volume should be greater than zero by the end of this algorithm") def invert_option(self, symbol: Symbol) -> Symbol: return Symbol.create_option( symbol.underlying, symbol.id.market, symbol.id.option_style, OptionRight.PUT if symbol.id.option_right == OptionRight.CALL else OptionRight.CALL, symbol.id.strike_price, symbol.id.date )