# 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 * ### ### This regression algorithm tests In The Money (ITM) index option expiry for calls. ### We expect 2 orders from the algorithm, which are: ### ### * Initial entry, buy SPX Call Option (expiring ITM) ### * Option exercise, settles into cash ### ### Additionally, we test delistings for index options and assert that our ### portfolio holdings reflect the orders the algorithm has submitted. ### class IndexOptionCallITMExpiryRegressionAlgorithm(QCAlgorithm): def initialize(self): self.set_start_date(2021, 1, 4) self.set_end_date(2021, 1, 31) self.set_cash(100000) self.spx = self.add_index("SPX", Resolution.MINUTE).symbol # Select an index option expiring ITM, and adds it to the algorithm. self.spx_options = list(self.option_chain(self.spx)) self.spx_options = [i for i in self.spx_options if i.id.strike_price <= 3200 and i.id.option_right == OptionRight.CALL and i.id.date.year == 2021 and i.id.date.month == 1] self.spx_option_contract = list(sorted(self.spx_options, key=lambda x: x.id.strike_price, reverse=True))[0] self.spx_option = self.add_index_option_contract(self.spx_option_contract, Resolution.MINUTE).symbol self.expected_option_contract = Symbol.create_option(self.spx, Market.USA, OptionStyle.EUROPEAN, OptionRight.CALL, 3200, datetime(2021, 1, 15)) if self.spx_option != self.expected_option_contract: raise AssertionError(f"Contract {self.expected_option_contract} was not found in the chain") self.schedule.on( self.date_rules.tomorrow, self.time_rules.after_market_open(self.spx, 1), lambda: self.market_order(self.spx_option, 1) ) def on_data(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 AssertionError(f"Delisting warning issued at unexpected date: {delisting.time}") if delisting.type == DelistingType.DELISTED: if delisting.time != datetime(2021, 1, 16): raise AssertionError(f"Delisting happened at unexpected date: {delisting.time}") def on_order_event(self, order_event: OrderEvent): if order_event.status != OrderStatus.FILLED: # There's lots of noise with OnOrderEvent, but we're only interested in fills. return if order_event.symbol not in self.securities: raise AssertionError(f"Order event Symbol not found in Securities collection: {order_event.symbol}") security = self.securities[order_event.symbol] if security.symbol == self.spx: self.assert_index_option_order_exercise(order_event, security, self.securities[self.expected_option_contract]) elif security.symbol == self.expected_option_contract: self.assert_index_option_contract_order(order_event, security) else: raise AssertionError(f"Received order event for unknown Symbol: {order_event.symbol}") self.log(f"{self.time} -- {order_event.symbol} :: Price: {self.securities[order_event.symbol].holdings.price} Qty: {self.securities[order_event.symbol].holdings.quantity} Direction: {order_event.direction} Msg: {order_event.message}") def assert_index_option_order_exercise(self, order_event: OrderEvent, index: Security, option_contract: Security): # No way to detect option exercise orders or any other kind of special orders # other than matching strings, for now. if "Option Exercise" in order_event.message: if order_event.fill_price != 3200: raise AssertionError("Option did not exercise at expected strike price (3200)") if option_contract.holdings.quantity != 0: raise AssertionError(f"Exercised option contract, but we have holdings for Option contract {option_contract.symbol}") def assert_index_option_contract_order(self, order_event: OrderEvent, option: Security): if order_event.direction == OrderDirection.BUY and option.holdings.quantity != 1: raise AssertionError(f"No holdings were created for option contract {option.symbol}") if order_event.direction == OrderDirection.SELL and option.holdings.quantity != 0: raise AssertionError(f"Holdings were found after a filled option exercise") if "Exercise" in order_event.message and option.holdings.quantity != 0: raise AssertionError(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 on_end_of_algorithm(self): if self.portfolio.invested: raise AssertionError(f"Expected no holdings at end of algorithm, but are invested in: {', '.join(self.portfolio.keys())}")