# 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 FutureUniverseSelectionModel to select futures contracts for a given underlying asset.### The model is set to update daily, and the algorithm ensures that the selected contracts meet specific criteria.### This also includes a check to ensure that only future contracts are added to the algorithm's universe.### </summary>class AddFutureUniverseSelectionModelRegressionAlgorithm(QCAlgorithm):def initialize(self):self.set_start_date(2013, 10, 8)self.set_end_date(2013, 10, 10)self.set_universe_selection(FutureUniverseSelectionModel(timedelta(days=1),lambda time: [ Symbol.create(Futures.Indices.SP_500_E_MINI, SecurityType.FUTURE, Market.CME) ]))def on_securities_changed(self, changes):if len(changes.added_securities) > 0:for security in changes.added_securities:if security.symbol.security_type != SecurityType.FUTURE:raise RegressionTestException(f"Expected future security, but found '{security.symbol.security_type}'")if security.symbol.id.symbol != "ES":raise RegressionTestException(f"Expected future symbol 'ES', but found '{security.symbol.id.symbol}'")def on_end_of_algorithm(self):if len(self.active_securities) == 0:raise RegressionTestException("No active securities found. Expected at least one active security")
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