# 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>### Hourly regression algorithm trading ADAUSDT binance futures long and short asserting the behavior### </summary>class BasicTemplateCryptoFutureHourlyAlgorithm(QCAlgorithm):# <summary># Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.# </summary>def initialize(self):self.set_start_date(2022, 12, 13)self.set_end_date(2022, 12, 13)self.set_time_zone(TimeZones.UTC)try:self.set_brokerage_model(BrokerageName.BINANCE_COIN_FUTURES, AccountType.CASH)except:# expected, we don't allow cash account typepassself.set_brokerage_model(BrokerageName.BINANCE_COIN_FUTURES, AccountType.MARGIN)self.ada_usdt = self.add_crypto_future("ADAUSDT", Resolution.HOUR)self.fast = self.ema(self.ada_usdt.symbol, 3, Resolution.HOUR)self.slow = self.ema(self.ada_usdt.symbol, 6, Resolution.HOUR)self.interest_per_symbol = {self.ada_usdt.symbol: 0}# Default USD cash, set 1M but it wont be usedself.set_cash(1000000)# the amount of USDT we need to hold to trade 'ADAUSDT'self.ada_usdt.quote_currency.set_amount(200)# <summary># OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.# </summary># <param name="data">Slice object keyed by symbol containing the stock data</param>def on_data(self, slice):interest_rates = slice.get(MarginInterestRate);for interest_rate in interest_rates:self.interest_per_symbol[interest_rate.key] += 1self.cached_interest_rate = self.securities[interest_rate.key].cache.get_data(MarginInterestRate)if self.cached_interest_rate != interest_rate.value:raise AssertionError(f"Unexpected cached margin interest rate for {interest_rate.key}!")if self.fast > self.slow:if self.portfolio.invested == False and self.transactions.orders_count == 0:self.ticket = self.buy(self.ada_usdt.symbol, 100000)if self.ticket.status != OrderStatus.INVALID:raise AssertionError(f"Unexpected valid order {self.ticket}, should fail due to margin not sufficient")self.buy(self.ada_usdt.symbol, 1000)self.margin_used = self.portfolio.total_margin_usedself.ada_usdt_holdings = self.ada_usdt.holdings# USDT/BUSD futures value is based on it's priceself.holdings_value_usdt = self.ada_usdt.price * self.ada_usdt.symbol_properties.contract_multiplier * 1000if abs(self.ada_usdt_holdings.total_sale_volume - self.holdings_value_usdt) > 1:raise AssertionError(f"Unexpected TotalSaleVolume {self.ada_usdt_holdings.total_sale_volume}")if abs(self.ada_usdt_holdings.absolute_holdings_cost - self.holdings_value_usdt) > 1:raise AssertionError(f"Unexpected holdings cost {self.ada_usdt_holdings.holdings_cost}")if BuyingPowerModelExtensions.get_maintenance_margin(self.ada_usdt.buying_power_model, self.ada_usdt) != self.margin_used:raise AssertionError(f"Unexpected margin used {self.margin_used}")# position just opened should be just spread hereself.profit = self.portfolio.total_unrealized_profitif (5 - abs(self.profit)) < 0:raise AssertionError(f"Unexpected TotalUnrealizedProfit {self.portfolio.total_unrealized_profit}")if (self.portfolio.total_profit != 0):raise AssertionError(f"Unexpected TotalProfit {self.portfolio.total_profit}")else:# let's revert our position and doubleif self.time.hour > 10 and self.transactions.orders_count == 2:self.sell(self.ada_usdt.symbol, 3000)self.ada_usdt_holdings = self.ada_usdt.holdings# USDT/BUSD futures value is based on it's priceself.holdings_value_usdt = self.ada_usdt.price * self.ada_usdt.symbol_properties.contract_multiplier * 2000if abs(self.ada_usdt_holdings.absolute_holdings_cost - self.holdings_value_usdt) > 1:raise AssertionError(f"Unexpected holdings cost {self.ada_usdt_holdings.holdings_cost}")# position just opened should be just spread hereself.profit = self.portfolio.total_unrealized_profitif (5 - abs(self.profit)) < 0:raise AssertionError(f"Unexpected TotalUnrealizedProfit {self.portfolio.total_unrealized_profit}")# we barely did any difference on the previous tradeif (5 - abs(self.portfolio.total_profit)) < 0:raise AssertionError(f"Unexpected TotalProfit {self.portfolio.total_profit}")if self.time.hour >= 22 and self.transactions.orders_count == 3:self.liquidate()def on_end_of_algorithm(self):if self.interest_per_symbol[self.ada_usdt.symbol] != 1:raise AssertionError(f"Unexpected interest rate count {self.interest_per_symbol[self.ada_usdt.symbol]}")def on_order_event(self, order_event):self.debug("{0} {1}".format(self.time, order_event))
此处可能存在不合适展示的内容,页面不予展示。您可通过相关编辑功能自查并修改。
如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容,可点击提交进行申诉,我们将尽快为您处理。