# 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 Licensefrom 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).symbolspx_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:returnfor chain in data.option_chains.values():for contract in chain.contracts.values():if self.portfolio.invested:continueif (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)
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