Files
quantconnect--lean/Algorithm.Python/BasicTemplateOptionsConsolidationAlgorithm.py
T
Martin-Molinero 03f56481d4
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Refactor python algorithm import (#5657)
* Python research import improvements

- Improve start.py for research env
- Remove unrequired imports

* Centralize algorithm imports

* Add regression test GH action

* Unit test python import clean up

* Join research and main imports

* More python import clean up

* Fix failing skipped regression algorithm
2021-06-15 19:06:06 -03:00

69 lines
3.1 KiB
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>
### A demonstration of consolidating options data into larger bars for your algorithm.
### </summary>
### <meta name="tag" content="using data" />
### <meta name="tag" content="benchmarks" />
### <meta name="tag" content="consolidating data" />
### <meta name="tag" content="options" />
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')
# set our strike/expiry filter for this option chain
# SetFilter method accepts timedelta objects or integer for days.
# The following statements yield the same filtering criteria
option.SetFilter(-2, +2, 0, 180)
# 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