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# 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 = 0
self.universe_settings.resolution = Resolution.MINUTE
self.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.Symbol
if symbol.value != "AAPL" and symbol.value != "TWX":
raise RegressionTestException(f"Unexpected security {security.Symbol}")
if security.symbol.security_type == SecurityType.OPTION:
self.option_count += 1
def 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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