# 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 * ### ### Regression algorithm testing portfolio construction model control over rebalancing, ### specifying a date rules, see GH 4075. ### class PortfolioRebalanceOnDateRulesRegressionAlgorithm(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.universe_settings.resolution = Resolution.DAILY # Order margin value has to have a minimum of 0.5% of Portfolio value, allows filtering out small trades and reduce fees. # Commented so regression algorithm is more sensitive #self.settings.minimum_order_margin_portfolio_percentage = 0.005 # let's use 0 minimum order margin percentage so we can assert trades are only submitted immediately after rebalance on Wednesday # if not, due to TPV variations happening every day we might no cross the minimum on wednesday but yes another day of the week self.settings.minimum_order_margin_portfolio_percentage = 0 self.set_start_date(2015,1,1) self.set_end_date(2017,1,1) self.settings.rebalance_portfolio_on_insight_changes = False self.settings.rebalance_portfolio_on_security_changes = False self.set_universe_selection(CustomUniverseSelectionModel("CustomUniverseSelectionModel", lambda time: [ "AAPL", "IBM", "FB", "SPY" ])) self.set_alpha(ConstantAlphaModel(InsightType.PRICE, InsightDirection.UP, TimeSpan.from_minutes(20), 0.025, None)) self.set_portfolio_construction(EqualWeightingPortfolioConstructionModel(self.date_rules.every(DayOfWeek.WEDNESDAY))) self.set_execution(ImmediateExecutionModel()) def on_order_event(self, order_event): if order_event.status == OrderStatus.SUBMITTED: self.debug(str(order_event)) if self.utc_time.weekday() != 2: raise ValueError(str(self.utc_time) + " " + str(order_event.symbol) + " " + str(self.utc_time.weekday()))