# 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>### This example demonstrates how to add futures for a given underlying asset.### It also shows how you can prefilter contracts easily based on expirations, and how you### can inspect the futures chain to pick a specific contract to trade.### </summary>### <meta name="tag" content="using data" />### <meta name="tag" content="benchmarks" />### <meta name="tag" content="futures" />class BasicTemplateFuturesAlgorithm(QCAlgorithm):def initialize(self):self.set_start_date(2013, 10, 8)self.set_end_date(2013, 10, 10)self.set_cash(1000000)self.contract_symbol = None# Subscribe and set our expiry filter for the futures chainfutureSP500 = self.add_future(Futures.Indices.SP_500_E_MINI)future_gold = self.add_future(Futures.Metals.GOLD)# set our expiry filter for this futures chain# SetFilter method accepts timedelta objects or integer for days.# The following statements yield the same filtering criteriafutureSP500.set_filter(timedelta(0), timedelta(182))future_gold.set_filter(0, 182)benchmark = self.add_equity("SPY")self.set_benchmark(benchmark.symbol)seeder = FuncSecuritySeeder(self.get_last_known_prices)self.set_security_initializer(lambda security: seeder.seed_security(security))def on_data(self,slice):if not self.portfolio.invested:for chain in slice.future_chains:# Get contracts expiring no earlier than in 90 dayscontracts = list(filter(lambda x: x.expiry > self.time + timedelta(90), chain.value))# if there is any contract, trade the front contractif len(contracts) == 0: continuefront = sorted(contracts, key = lambda x: x.expiry, reverse=True)[0]self.contract_symbol = front.symbolself.market_order(front.symbol , 1)else:self.liquidate()def on_end_of_algorithm(self):# Get the margin requirementsbuying_power_model = self.securities[self.contract_symbol].buying_power_modelname = type(buying_power_model).__name__if name != 'FutureMarginModel':raise AssertionError(f"Invalid buying power model. Found: {name}. Expected: FutureMarginModel")initial_overnight = buying_power_model.initial_overnight_margin_requirementmaintenance_overnight = buying_power_model.maintenance_overnight_margin_requirementinitial_intraday = buying_power_model.initial_intraday_margin_requirementmaintenance_intraday = buying_power_model.maintenance_intraday_margin_requirementdef on_securities_changed(self, changes):for added_security in changes.added_securities:if added_security.symbol.security_type == SecurityType.FUTURE and not added_security.symbol.is_canonical() and not added_security.has_data:raise AssertionError(f"Future contracts did not work up as expected: {added_security.symbol}")
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