# 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") AddReference("QuantConnect.Algorithm") AddReference("QuantConnect.Common") from System import * from QuantConnect import * from QuantConnect.Data import * from QuantConnect.Algorithm import * from QuantConnect.Indicators import * from QuantConnect.Securities import * from QuantConnect.Data.Consolidators import * from datetime import timedelta ### ### A demonstration of consolidating options data into larger bars for your algorithm. ### ### ### ### ### class BasicTemplateOptionsConsolidationAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2013, 10, 7) self.SetEndDate(2013, 10, 11) self.SetCash(1000000) # Subscribe and set our filter for the options chain option = self.AddOption('SPY') option.SetFilter(-2, 2, timedelta(0), timedelta(180)) self.consolidators = dict() def OnData(self,slice): pass def OnQuoteBarConsolidated(self, sender, quoteBar): self.Log("OnQuoteBarConsolidated called on " + str(self.Time)) self.Log(str(quoteBar)) def OnTradeBarConsolidated(self, sender, tradeBar): self.Log("OnTradeBarConsolidated called on " + str(self.Time)) self.Log(str(tradeBar)) def OnSecuritiesChanged(self, changes): for security in changes.AddedSecurities: if security.Type == SecurityType.Equity: consolidator = TradeBarConsolidator(timedelta(minutes=5)) consolidator.DataConsolidated += self.OnTradeBarConsolidated else: consolidator = QuoteBarConsolidator(timedelta(minutes=5)) consolidator.DataConsolidated += self.OnQuoteBarConsolidated self.SubscriptionManager.AddConsolidator(security.Symbol, consolidator) self.consolidators[security.Symbol] = consolidator for security in changes.RemovedSecurities: consolidator = self.consolidators.pop(security.Symbol) self.SubscriptionManager.RemoveConsolidator(security.Symbol, consolidator) if security.Type == SecurityType.Equity: consolidator.DataConsolidated -= self.OnTradeBarConsolidated else: consolidator.DataConsolidated -= self.OnQuoteBarConsolidated