# 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 *### <summary>### We add an option contract using 'QCAlgorithm.add_option_contract' and place a trade, the underlying### gets deselected from the universe selection but should still be present since we manually added the option contract.### Later we call 'QCAlgorithm.remove_option_contract' and expect both option and underlying to be removed.### </summary>class AddOptionContractFromUniverseRegressionAlgorithm(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(2014, 6, 5)self.set_end_date(2014, 6, 9)self._expiration = datetime(2014, 6, 21)self._security_changes = Noneself._option = Noneself._traded = Falseself._twx = Symbol.create("TWX", SecurityType.EQUITY, Market.USA)self._aapl = Symbol.create("AAPL", SecurityType.EQUITY, Market.USA)self.universe_settings.resolution = Resolution.MINUTEself.universe_settings.data_normalization_mode = DataNormalizationMode.RAWself.add_universe(self.selector, self.selector)def selector(self, fundamental):if self.time <= datetime(2014, 6, 5):return [ self._twx ]return [ self._aapl ]def on_data(self, data):'''OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.Arguments:data: Slice object keyed by symbol containing the stock data'''if self._option != None and self.securities[self._option].price != 0 and not self._traded:self._traded = Trueself.buy(self._option, 1)if self.time == datetime(2014, 6, 6, 14, 0, 0):# liquidate & remove the optionself.remove_option_contract(self._option)def on_securities_changed(self, changes):# keep track of all removed and added securitiesif self._security_changes == None:self._security_changes = changeselse:self._security_changes += changesif any(security.symbol.security_type == SecurityType.OPTION for security in changes.added_securities):returnfor addedSecurity in changes.added_securities:option_chain = self.option_chain(addedSecurity.symbol)options = sorted(option_chain, key=lambda x: x.id.symbol)option = next((optionfor option in optionsif option.id.date == self._expiration andoption.id.option_right == OptionRight.CALL andoption.id.option_style == OptionStyle.AMERICAN), None)self.add_option_contract(option)# just keep the first we gotif self._option == None:self._option = option
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