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quantconnect--lean/Algorithm.Python/PortfolioRebalanceOnDateRulesRegressionAlgorithm.py
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2026-07-13 13:02:50 +08:00

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Python

# 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 algorithm testing portfolio construction model control over rebalancing,
### specifying a date rules, see GH 4075.
### </summary>
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()))