# 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