# 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 *from Alphas.ConstantAlphaModel import ConstantAlphaModelfrom Selection.OptionUniverseSelectionModel import OptionUniverseSelectionModelfrom Execution.ImmediateExecutionModel import ImmediateExecutionModelfrom Risk.NullRiskManagementModel import NullRiskManagementModel### <summary>### Basic template options framework algorithm uses framework components### to define an algorithm that trades options.### </summary>class BasicTemplateOptionsFrameworkAlgorithm(QCAlgorithm):def initialize(self):self.universe_settings.resolution = Resolution.MINUTEself.set_start_date(2014, 6, 5)self.set_end_date(2014, 6, 9)self.set_cash(100000)# set framework modelsself.set_universe_selection(EarliestExpiringWeeklyAtTheMoneyPutOptionUniverseSelectionModel(self.select_option_chain_symbols))self.set_alpha(ConstantOptionContractAlphaModel(InsightType.PRICE, InsightDirection.UP, timedelta(hours = 0.5)))self.set_portfolio_construction(SingleSharePortfolioConstructionModel())self.set_execution(ImmediateExecutionModel())self.set_risk_management(NullRiskManagementModel())def select_option_chain_symbols(self, utc_time):new_york_time = Extensions.convert_from_utc(utc_time, TimeZones.NEW_YORK)ticker = "TWX" if new_york_time.date() < date(2014, 6, 6) else "AAPL"return [ Symbol.create(ticker, SecurityType.OPTION, Market.USA, f"?{ticker}") ]class EarliestExpiringWeeklyAtTheMoneyPutOptionUniverseSelectionModel(OptionUniverseSelectionModel):'''Creates option chain universes that select only the earliest expiry ATM weekly put contractand runs a user defined option_chain_symbol_selector every day to enable choosing different option chains'''def __init__(self, select_option_chain_symbols):super().__init__(timedelta(1), select_option_chain_symbols)def filter(self, filter):'''Defines the option chain universe filter'''return (filter.strikes(+1, +1)# Expiration method accepts timedelta objects or integer for days.# The following statements yield the same filtering criteria.expiration(0, 7)# .expiration(timedelta(0), timedelta(7)).weeklys_only().puts_only().only_apply_filter_at_market_open())class ConstantOptionContractAlphaModel(ConstantAlphaModel):'''Implementation of a constant alpha model that only emits insights for option symbols'''def __init__(self, type, direction, period):super().__init__(type, direction, period)def should_emit_insight(self, utc_time, symbol):# only emit alpha for option symbols and not underlying equity symbolsif symbol.security_type != SecurityType.OPTION:return Falsereturn super().should_emit_insight(utc_time, symbol)class SingleSharePortfolioConstructionModel(PortfolioConstructionModel):'''Portfolio construction model that sets target quantities to 1 for up insights and -1 for down insights'''def create_targets(self, algorithm, insights):targets = []for insight in insights:targets.append(PortfolioTarget(insight.symbol, insight.direction))return targets
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