# 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 *
###
### The demonstration algorithm shows some of the most common order methods when working with FutureOption assets.
###
###
###
###
class BasicTemplateFutureOptionAlgorithm(QCAlgorithm):
def initialize(self):
'''initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.'''
self.set_start_date(2022, 1, 1)
self.set_end_date(2022, 2, 1)
self.set_cash(100000)
gold_futures = self.add_future(Futures.Metals.GOLD, Resolution.MINUTE)
gold_futures.set_filter(0, 180)
self._symbol = gold_futures.symbol
self.add_future_option(self._symbol, lambda universe: universe.strikes(-5, +5)
.calls_only()
.back_month()
.only_apply_filter_at_market_open())
# Historical Data
history = self.history(self._symbol, 60, Resolution.DAILY)
self.log(f"Received {len(history)} bars from {self._symbol} FutureOption historical data call.")
def on_data(self, data):
'''on_data event is the primary entry point for your algorithm. Each new data point will be pumped in here.
Arguments:
slice: Slice object keyed by symbol containing the stock data
'''
# Access Data
for kvp in data.option_chains:
underlying_future_contract = kvp.key.underlying
chain = kvp.value
if not chain: continue
for contract in chain:
self.log(f"""Canonical Symbol: {kvp.key};
Contract: {contract};
Right: {contract.right};
Expiry: {contract.expiry};
Bid price: {contract.bid_price};
Ask price: {contract.ask_price};
Implied Volatility: {contract.implied_volatility}""")
if not self.portfolio.invested:
atm_strike = sorted(chain, key = lambda x: abs(chain.underlying.price - x.strike))[0].strike
selected_contract = sorted([contract for contract in chain if contract.strike == atm_strike], \
key = lambda x: x.expiry, reverse=True)[0]
self.market_order(selected_contract.symbol, 1)
def on_order_event(self, order_event):
self.debug("{} {}".format(self.time, order_event.to_string()))