# 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>### The demonstration algorithm shows some of the most common order methods when working with FutureOption assets.### </summary>### <meta name="tag" content="using data" />### <meta name="tag" content="using quantconnect" />### <meta name="tag" content="trading and orders" />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.symbolself.add_future_option(self._symbol, lambda universe: universe.strikes(-5, +5).calls_only().back_month().only_apply_filter_at_market_open())# Historical Datahistory = 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 Datafor kvp in data.option_chains:underlying_future_contract = kvp.key.underlyingchain = kvp.valueif not chain: continuefor 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].strikeselected_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()))
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