# 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 * ### ### Algorithm demonstrating and ensuring that Bybit crypto brokerage model works as expected with custom data types ### class BybitCustomDataCryptoRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2022, 12, 13) self.SetEndDate(2022, 12, 13) self.SetAccountCurrency("USDT") self.SetCash(100000) self.SetBrokerageModel(BrokerageName.Bybit, AccountType.Cash) symbol = self.AddCrypto("BTCUSDT").Symbol self.btcUsdt = self.AddData(CustomCryptoData, symbol, Resolution.Minute).Symbol; # create two moving averages self.fast = self.EMA(self.btcUsdt, 30, Resolution.Minute) self.slow = self.EMA(self.btcUsdt, 60, Resolution.Minute) def OnData(self, data): if not self.slow.IsReady: return if self.fast.Current.Value > self.slow.Current.Value: if self.Transactions.OrdersCount == 0: self.Buy(self.btcUsdt, 1) else: if self.Transactions.OrdersCount == 1: self.Liquidate(self.btcUsdt) def OnOrderEvent(self, orderEvent): self.Debug(f"{self.Time} {orderEvent}"); class CustomCryptoData(PythonData): def GetSource(self, config, date, isLiveMode): tickTypeString = Extensions.TickTypeToLower(config.TickType) formattedDate = date.strftime("%Y%m%d") source = os.path.join(Globals.DataFolder, "crypto", "bybit", "minute", config.Symbol.Value.lower(), f"{formattedDate}_{tickTypeString}.zip") return SubscriptionDataSource(source, SubscriptionTransportMedium.LocalFile, FileFormat.Csv) def Reader(self, config, line, date, isLiveMode): csv = line.split(',') data = CustomCryptoData() data.Symbol = config.Symbol data_datetime = datetime.combine(date.date(), time()) + timedelta(milliseconds=int(csv[0])) data.Time = Extensions.ConvertTo(data_datetime, config.DataTimeZone, config.ExchangeTimeZone) data.EndTime = data.Time + timedelta(minutes=1) data["Open"] = float(csv[1]) data["High"] = float(csv[2]) data["Low"] = float(csv[3]) data["Close"] = float(csv[4]) data["Volume"] = float(csv[5]) data.Value = float(csv[4]) return data