# 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 * class MarketImpactSlippageModelRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2013, 10, 7) self.SetEndDate(2013, 10, 13) self.SetCash(10000000) spy = self.AddEquity("SPY", Resolution.Daily) aapl = self.AddEquity("AAPL", Resolution.Daily) spy.SetSlippageModel(MarketImpactSlippageModel(self)) aapl.SetSlippageModel(MarketImpactSlippageModel(self)) def OnData(self, data): self.SetHoldings("SPY", 0.5) self.SetHoldings("AAPL", -0.5) def OnOrderEvent(self, orderEvent): if orderEvent.Status == OrderStatus.Filled: self.Debug(f"Price: {self.Securities[orderEvent.Symbol].Price}, filled price: {orderEvent.FillPrice}, quantity: {orderEvent.FillQuantity}")