# 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 datetime import datetime, timedelta from QuantConnect.Algorithm import * from QuantConnect.Data import * from QuantConnect.Data.Market import * from QuantConnect.Orders import * from QuantConnect.Securities import * from QuantConnect.Securities.Future import * from QuantConnect import * ### ### This regression algorithm tests In The Money (ITM) index option calls across different strike prices. ### We expect 4* orders from the algorithm, which are: ### ### * (1) Initial entry, buy SPX Call Option (SPXF21 expiring ITM) ### * (2) Initial entry, sell SPX Call Option at different strike (SPXF21 expiring ITM) ### * [2] Option assignment, settle into cash ### * [1] Option exercise, settle into cash ### ### Additionally, we test delistings for index options and assert that our ### portfolio holdings reflect the orders the algorithm has submitted. ### ### * Assignments are counted as orders ### class IndexOptionBuySellCallIntradayRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2021, 1, 4) self.SetEndDate(2021, 1, 31) spx = self.AddIndex("SPX", Resolution.Minute).Symbol # Select a index option expiring ITM, and adds it to the algorithm. spxOptions = list(sorted([ self.AddIndexOptionContract(i, Resolution.Minute).Symbol \ for i in self.OptionChainProvider.GetOptionContractList(spx, self.Time)\ if (i.ID.StrikePrice == 3700 or i.ID.StrikePrice == 3800) and i.ID.OptionRight == OptionRight.Call and i.ID.Date.year == 2021 and i.ID.Date.month == 1], key=lambda x: x.ID.StrikePrice )) expectedContract3700 = Symbol.CreateOption( spx, Market.USA, OptionStyle.European, OptionRight.Call, 3700, datetime(2021, 1, 15) ) expectedContract3800 = Symbol.CreateOption( spx, Market.USA, OptionStyle.European, OptionRight.Call, 3800, datetime(2021, 1, 15) ) if len(spxOptions) != 2: raise Exception(f"Expected 2 index options symbols from chain provider, found {spxOptions.Count}") if spxOptions[0] != expectedContract3700: raise Exception(f"Contract {expectedContract3700} was not found in the chain, found instead: {spxOptions[0]}") if spxOptions[1] != expectedContract3800: raise Exception(f"Contract {expectedContract3800} was not found in the chain, found instead: {spxOptions[1]}") self.Schedule.On(self.DateRules.Tomorrow, self.TimeRules.AfterMarketOpen(spx, 1), lambda: self.AfterMarketOpenTrade(spxOptions)) self.Schedule.On(self.DateRules.Tomorrow, self.TimeRules.Noon, lambda: self.Liquidate()) def AfterMarketOpenTrade(self, spxOptions): self.MarketOrder(spxOptions[0], 1) self.MarketOrder(spxOptions[1], -1) ### ### Ran at the end of the algorithm to ensure the algorithm has no holdings ### ### The algorithm has holdings def OnEndOfAlgorithm(self): if self.Portfolio.Invested: raise Exception(f"Expected no holdings at end of algorithm, but are invested in: {', '.join(self.Portfolio.Keys)}")