# 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.import itertoolsfrom AlgorithmImports import *from OptionStrategyFactoryMethodsBaseAlgorithm import *### <summary>### This algorithm demonstrate how to use OptionStrategies helper class to batch send orders for common strategies.### In this case, the algorithm tests the Strangle and Short Strangle strategies.### </summary>class LongAndShortStrangleStrategiesAlgorithm(OptionStrategyFactoryMethodsBaseAlgorithm):def expected_orders_count(self) -> int:return 4def trade_strategy(self, chain: OptionChain, option_symbol: Symbol):contracts = sorted(sorted(chain, key=lambda x: abs(chain.underlying.price - x.strike)),key=lambda x: x.expiry, reverse=True)grouped_contracts = (list(group) for _, group in itertools.groupby(contracts, lambda x: x.expiry))call_contract = Noneput_contract = Nonefor group in grouped_contracts:call_contracts = sorted((contract for contract in group if contract.right == OptionRight.CALL),key=lambda x: x.strike, reverse=True)put_contracts = sorted((contract for contract in group if contract.right == OptionRight.PUT),key=lambda x: x.strike)if len(call_contracts) > 0 and len(put_contracts) > 0 and call_contracts[0].strike > put_contracts[0].strike:call_contract = call_contracts[0]put_contract = put_contracts[0]breakif call_contract is not None and put_contract is not None:self._strangle = OptionStrategies.strangle(option_symbol, call_contract.strike, put_contract.strike, call_contract.expiry)self._short_strangle = OptionStrategies.short_strangle(option_symbol, call_contract.strike, put_contract.strike,call_contract.expiry)self.buy(self._strangle, 2)def assert_strategy_position_group(self, position_group: IPositionGroup, option_symbol: Symbol):positions = list(position_group.positions)if len(positions) != 2:raise AssertionError(f"Expected position group to have 2 positions. Actual: {len(positions)}")call_position = next((position for position in positions if position.symbol.id.option_right == OptionRight.CALL), None)if call_position is None:raise AssertionError("Expected position group to have a call position")put_position = next((position for position in positions if position.symbol.id.option_right == OptionRight.PUT), None)if put_position is None:raise AssertionError("Expected position group to have a put position")expected_call_position_quantity = 2expected_put_position_quantity = 2if call_position.quantity != expected_call_position_quantity:raise AssertionError(f"Expected call position quantity to be {expected_call_position_quantity}. Actual: {call_position.quantity}")if put_position.quantity != expected_put_position_quantity:raise AssertionError(f"Expected put position quantity to be {expected_put_position_quantity}. Actual: {put_position.quantity}")def liquidate_strategy(self):# We should be able to close the position using the inverse strategy (a short strangle)self.buy(self._short_strangle, 2)
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