# 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 * ### ### The demonstration algorithm shows some of the most common order methods when working with FutureOption assets. ### ### ### ### class BasicTemplateFutureOptionAlgorithm(QCAlgorithm): def initialize(self): '''initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.''' self.set_start_date(2022, 1, 1) self.set_end_date(2022, 2, 1) self.set_cash(100000) gold_futures = self.add_future(Futures.Metals.GOLD, Resolution.MINUTE) gold_futures.set_filter(0, 180) self._symbol = gold_futures.symbol self.add_future_option(self._symbol, lambda universe: universe.strikes(-5, +5) .calls_only() .back_month() .only_apply_filter_at_market_open()) # Historical Data history = self.history(self._symbol, 60, Resolution.DAILY) self.log(f"Received {len(history)} bars from {self._symbol} FutureOption historical data call.") def on_data(self, data): '''on_data event is the primary entry point for your algorithm. Each new data point will be pumped in here. Arguments: slice: Slice object keyed by symbol containing the stock data ''' # Access Data for kvp in data.option_chains: underlying_future_contract = kvp.key.underlying chain = kvp.value if not chain: continue for contract in chain: self.log(f"""Canonical Symbol: {kvp.key}; Contract: {contract}; Right: {contract.right}; Expiry: {contract.expiry}; Bid price: {contract.bid_price}; Ask price: {contract.ask_price}; Implied Volatility: {contract.implied_volatility}""") if not self.portfolio.invested: atm_strike = sorted(chain, key = lambda x: abs(chain.underlying.price - x.strike))[0].strike selected_contract = sorted([contract for contract in chain if contract.strike == atm_strike], \ key = lambda x: x.expiry, reverse=True)[0] self.market_order(selected_contract.symbol, 1) def on_order_event(self, order_event): self.debug("{} {}".format(self.time, order_event.to_string()))