# 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>### Regression test algorithm for scheduled universe selection GH 3890### </summary>class FundamentalCustomSelectionTimeRegressionAlgorithm(QCAlgorithm):def initialize(self):'''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.'''self._month_start_selection = 0self._month_end_selection = 0self._specific_date_selection = 0self._symbol = Symbol.create("SPY", SecurityType.EQUITY, Market.USA)self.set_start_date(2014, 3, 25)self.set_end_date(2014, 5, 10)self.universe_settings.resolution = Resolution.DAILY# Test use case Aself.add_universe(self.date_rules.month_start(), self.selection_function__month_start)# Test use case Bother_settings = UniverseSettings(self.universe_settings)other_settings.schedule.on(self.date_rules.month_end())self.add_universe(FundamentalUniverse.usa(self.selection_function__month_end, other_settings))# Test use case Cself.universe_settings.schedule.on(self.date_rules.on(datetime(2014, 5, 9)))self.add_universe(FundamentalUniverse.usa(self.selection_function__specific_date))def selection_function__specific_date(self, coarse):self._specific_date_selection += 1if self.time != datetime(2014, 5, 9):raise ValueError("SelectionFunction_SpecificDate unexpected selection: " + str(self.time))return [ self._symbol ]def selection_function__month_start(self, coarse):self._month_start_selection += 1if self._month_start_selection == 1:if self.time != self.start_date:raise ValueError("Month Start Unexpected initial selection: " + str(self.time))elif self.time != datetime(2014, 4, 1) and self.time != datetime(2014, 5, 1):raise ValueError("Month Start unexpected selection: " + str(self.time))return [ self._symbol ]def selection_function__month_end(self, coarse):self._month_end_selection += 1if self._month_end_selection == 1:if self.time != self.start_date:raise ValueError("Month End unexpected initial selection: " + str(self.time))elif self.time != datetime(2014, 3, 31) and self.time != datetime(2014, 4, 30):raise ValueError("Month End unexpected selection: " + str(self.time))return [ self._symbol ]def on_data(self, data):'''on_data event is the primary entry point for your algorithm. Each new data point will be pumped in here.Arguments:data: Slice object keyed by symbol containing the stock data'''if not self.portfolio.invested:self.set_holdings(self._symbol, 1)def on_end_of_algorithm(self):if self._month_end_selection != 3:raise ValueError("Month End unexpected selection count: " + str(self._month_end_selection))if self._month_start_selection != 3:raise ValueError("Month Start unexpected selection count: " + str(self._month_start_selection))if self._specific_date_selection != 1:raise ValueError("Specific date unexpected selection count: " + str(self._month_start_selection))
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