# 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 *
###
### This regression algorithm checks if all the option chain data coming to the algo is consistent with current securities manager state
###
###
###
###
###
class OptionChainConsistencyRegressionAlgorithm(QCAlgorithm):
underlying_ticker = "GOOG"
def initialize(self):
self.set_cash(10000)
self.set_start_date(2015,12,24)
self.set_end_date(2015,12,24)
self.equity = self.add_equity(self.underlying_ticker)
self.option = self.add_option(self.underlying_ticker)
# set our strike/expiry filter for this option chain
self.option.set_filter(self.universe_func)
self.set_benchmark(self.equity.symbol)
def on_data(self, slice):
if self.portfolio.invested: return
for kvp in slice.option_chains:
chain = kvp.value
for o in chain:
if not self.securities.contains_key(o.symbol):
self.log("Inconsistency found: option chains contains contract {0} that is not available in securities manager and not available for trading".format(o.symbol.value))
contracts = filter(lambda x: x.expiry.date() == self.time.date() and
x.strike < chain.underlying.price and
x.right == OptionRight.CALL, chain)
sorted_contracts = sorted(contracts, key = lambda x: x.strike, reverse = True)
if len(sorted_contracts) > 2:
self.market_order(sorted_contracts[2].symbol, 1)
self.market_on_close_order(sorted_contracts[2].symbol, -1)
# set our strike/expiry filter for this option chain
def universe_func(self, universe):
return universe.include_weeklys().strikes(-2, 2).expiration(timedelta(0), timedelta(10))
def on_order_event(self, order_event):
self.log(str(order_event))