# 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 * ### ### Regression algorithm to test the OptionChainedUniverseSelectionModel class ### class OptionChainedUniverseSelectionModelRegressionAlgorithm(QCAlgorithm): def initialize(self): self.universe_settings.resolution = Resolution.MINUTE self.set_start_date(2014, 6, 6) self.set_end_date(2014, 6, 6) self.set_cash(100000) universe = self.add_universe("my-minute-universe-name", lambda time: [ "AAPL", "TWX" ]) self.add_universe_selection( OptionChainedUniverseSelectionModel( universe, 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): if self.portfolio.invested or not (self.is_market_open("AAPL") and self.is_market_open("TWX")): return values = list(map(lambda x: x.value, filter(lambda x: x.key == "?AAPL" or x.key == "?TWX", slice.option_chains))) for chain in values: # we sort the contracts to find at the money (ATM) contract with farthest expiration contracts = sorted(sorted(sorted(chain, \ key = lambda x: abs(chain.underlying.price - x.strike)), \ key = lambda x: x.expiry, reverse=True), \ key = lambda x: x.right, reverse=True) # if found, trade it if len(contracts) == 0: return symbol = contracts[0].symbol self.market_order(symbol, 1) self.market_on_close_order(symbol, -1)