# 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 clr import AddReference AddReference("System.Core") AddReference("System.Collections") AddReference("QuantConnect.Common") AddReference("QuantConnect.Algorithm") from System import * from System.Collections.Generic import List from QuantConnect import * from QuantConnect.Algorithm import QCAlgorithm from QuantConnect.Data.UniverseSelection import * import numpy as np ### ### Regression algorithm to test universe additions and removals with open positions ### ### class WeeklyUniverseSelectionRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetCash(100000) self.SetStartDate(2013,10,1) self.SetEndDate(2013,10,31) self.UniverseSettings.Resolution = Resolution.Daily self.AddUniverse(self.CoarseSelectionFunction) def CoarseSelectionFunction(self, coarse): # select IBM once a week list = List[Symbol]() if self.Time.day % 7 == 0: list.Add(self.AddEquity("IBM").Symbol) return list def OnData(self, slice): if self._changes == SecurityChanges.None: return # liquidate removed securities for security in self._changes.RemovedSecurities: if security.Invested: self.Log(str(self.Time) + " Liquidate " + str(security.Symbol.Value)) self.Liquidate(security.Symbol) # we'll simply go long each security we added to the universe for security in self._changes.AddedSecurities: if not security.Invested: self.Log(str(Time) + " Buy " + str(security.Symbol.Value)) self.SetHoldings(security.Symbol, 1) self._changes = SecurityChanges.None def OnSecuritiesChanged(self, changes): # Event fired each time the we add/remove securities from the data feed # Object containing AddedSecurities and RemovedSecurities self._changes = changes