# 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 *### <summary>### This example demonstrates how to use the OptionUniverseSelectionModel to select options contracts based on specified conditions.### The model is updated daily and selects different options based on the current date.### The algorithm ensures that only valid option contracts are selected for the universe.### </summary>class AddOptionUniverseSelectionModelRegressionAlgorithm(QCAlgorithm):def initialize(self):self.set_start_date(2014, 6, 5)self.set_end_date(2014, 6, 6)self.option_count = 0self.universe_settings.resolution = Resolution.MINUTEself.set_universe_selection(OptionUniverseSelectionModel(timedelta(days=1),self.select_option_chain_symbols))def select_option_chain_symbols(self, utc_time):new_york_time = Extensions.convert_from_utc(utc_time, TimeZones.NEW_YORK)if new_york_time.date() < datetime(2014, 6, 6).date():return [ Symbol.create("TWX", SecurityType.OPTION, Market.USA) ]if new_york_time.date() >= datetime(2014, 6, 6).date():return [ Symbol.create("AAPL", SecurityType.OPTION, Market.USA) ]def on_securities_changed(self, changes):if len(changes.added_securities) > 0:for security in changes.added_securities:symbol = security.symbol.underlying if security.symbol.underlying else security.Symbolif symbol.value != "AAPL" and symbol.value != "TWX":raise RegressionTestException(f"Unexpected security {security.Symbol}")if security.symbol.security_type == SecurityType.OPTION:self.option_count += 1def on_end_of_algorithm(self):if len(self.active_securities) == 0:raise RegressionTestException("No active securities found. Expected at least one active security")if self.option_count == 0:raise RegressionTestException("The option count should be greater than 0")
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