# 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 Market from QuantConnect import * ### ### This regression algorithm tests In The Money (ITM) index option expiry for puts. ### We expect 2 orders from the algorithm, which are: ### ### * Initial entry, buy ES Put Option (expiring ITM) (buy, qty 1) ### * Option exercise, receiving cash (sell, qty -1) ### ### Additionally, we test delistings for index options and assert that our ### portfolio holdings reflect the orders the algorithm has submitted. ### class IndexOptionPutITMExpiryRegressionAlgorithm(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 expiring ITM, 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 >= 4200 and i.ID.OptionRight == OptionRight.Put 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.Put, 4200, 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: self.AssertIndexOptionOrderExercise(orderEvent, security, self.Securities[self.expectedContract]) elif security.Symbol == self.expectedContract: self.AssertIndexOptionContractOrder(orderEvent, security) else: raise Exception(f"Received order event for unknown Symbol: {orderEvent.Symbol}") def AssertIndexOptionOrderExercise(self, orderEvent: OrderEvent, index: Security, optionContract: Security): expectedLiquidationTimeUtc = datetime(2021, 1, 15) if orderEvent.Direction == OrderDirection.Buy and orderEvent.UtcTime != expectedLiquidationTimeUtc: raise Exception(f"Liquidated index option contract, but not at the expected time. Expected: {expectedLiquidationTimeUtc} - found {orderEvent.UtcTime}") # No way to detect option exercise orders or any other kind of special orders # other than matching strings, for now. if "Option Exercise" in orderEvent.Message: if orderEvent.FillPrice != 3300: raise Exception("Option did not exercise at expected strike price (3300)") if optionContract.Holdings.Quantity != 0: raise Exception(f"Exercised option contract, but we have holdings for Option contract {optionContract.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(f"Holdings were found after a filled option exercise") if "Exercise" in orderEvent.Message and option.Holdings.Quantity != 0: raise Exception(f"Holdings were found after exercising option contract {option.Symbol}") ### ### 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)}")