# 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 import * 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 Market ### ### This regression algorithm tests Out of The Money (OTM) index option expiry for calls. ### We expect 2 orders from the algorithm, which are: ### ### * Initial entry, buy SPX Call Option (expiring OTM) ### - contract expires worthless, not exercised, so never opened a position in the underlying ### ### * Liquidation of worthless SPX call option (expiring OTM) ### ### Additionally, we test delistings for index options and assert that our ### portfolio holdings reflect the orders the algorithm has submitted. ### ### ### Total Trades in regression algorithm should be 1, but expiration is counted as a trade. ### See related issue: https://github.com/QuantConnect/Lean/issues/4854 ### class IndexOptionCallOTMExpiryRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2021, 1, 4) self.SetEndDate(2021, 1, 31) self.spx = self.AddIndex("SPX", Resolution.Minute).Symbol # Select a index option call expiring OTM, and adds it to the algorithm. self.spxOption = list(self.OptionChainProvider.GetOptionContractList(self.spx, self.Time)) self.spxOption = [i for i in self.spxOption if i.ID.StrikePrice >= 4250 and i.ID.OptionRight == OptionRight.Call and i.ID.Date.year == 2021 and i.ID.Date.month == 1] self.spxOption = list(sorted(self.spxOption, key=lambda x: x.ID.StrikePrice))[0] self.spxOption = self.AddIndexOptionContract(self.spxOption, Resolution.Minute).Symbol self.expectedContract = Symbol.CreateOption( self.spx, Market.USA, OptionStyle.European, OptionRight.Call, 4250, datetime(2021, 1, 15) ) if self.spxOption != self.expectedContract: raise Exception(f"Contract {self.expectedContract} was not found in the chain") self.Schedule.On( self.DateRules.Tomorrow, self.TimeRules.AfterMarketOpen(self.spx, 1), lambda: self.MarketOrder(self.spxOption, 1) ) def OnData(self, data: Slice): # Assert delistings, so that we can make sure that we receive the delisting warnings at # the expected time. These assertions detect bug #4872 for delisting in data.Delistings.Values: if delisting.Type == DelistingType.Warning: if delisting.Time != datetime(2021, 1, 15): raise Exception(f"Delisting warning issued at unexpected date: {delisting.Time}") if delisting.Type == DelistingType.Delisted: if delisting.Time != datetime(2021, 1, 16): raise Exception(f"Delisting happened at unexpected date: {delisting.Time}") def OnOrderEvent(self, orderEvent: OrderEvent): if orderEvent.Status != OrderStatus.Filled: # There's lots of noise with OnOrderEvent, but we're only interested in fills. return if orderEvent.Symbol not in self.Securities: raise Exception(f"Order event Symbol not found in Securities collection: {orderEvent.Symbol}") security = self.Securities[orderEvent.Symbol] if security.Symbol == self.spx: raise Exception("Invalid state: did not expect a position for the underlying to be opened, since this contract expires OTM") if security.Symbol == self.expectedContract: self.AssertIndexOptionContractOrder(orderEvent, security) else: raise Exception(f"Received order event for unknown Symbol: {orderEvent.Symbol}") def AssertIndexOptionContractOrder(self, orderEvent: OrderEvent, option: Security): if orderEvent.Direction == OrderDirection.Buy and option.Holdings.Quantity != 1: raise Exception(f"No holdings were created for option contract {option.Symbol}") if orderEvent.Direction == OrderDirection.Sell and option.Holdings.Quantity != 0: raise Exception("Holdings were found after a filled option exercise") if orderEvent.Direction == OrderDirection.Sell and not "OTM" in orderEvent.Message: raise Exception("Contract did not expire OTM") if "Exercise" in orderEvent.Message: raise Exception("Exercised option, even though it expires OTM") ### ### 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)}")