Overall Statistics |
Total Orders 1 Average Win 0% Average Loss 0% Compounding Annual Return 139.235% Drawdown 42.900% Expectancy 0 Net Profit 140.286% Sharpe Ratio 3.103 Sortino Ratio 4.111 Probabilistic Sharpe Ratio 79.360% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha -1.029 Beta 0.744 Annual Standard Deviation 0.555 Annual Variance 0.308 Information Ratio -9.362 Tracking Error 0.211 Treynor Ratio 2.316 Total Fees $1995.13 Estimated Strategy Capacity $79000.00 Lowest Capacity Asset BTCUSD 10B Portfolio Turnover 0.13% |
#region imports using System; using System.Collections; using System.Collections.Generic; using System.Linq; using System.Globalization; using System.Drawing; using QuantConnect; using System.Text.RegularExpressions; using QuantConnect.Algorithm.Framework; using QuantConnect.Algorithm.Framework.Selection; using QuantConnect.Algorithm.Framework.Alphas; using QuantConnect.Algorithm.Framework.Portfolio; using QuantConnect.Algorithm.Framework.Execution; using QuantConnect.Algorithm.Framework.Risk; using QuantConnect.Algorithm.Selection; using QuantConnect.Parameters; using QuantConnect.Benchmarks; using QuantConnect.Brokerages; using QuantConnect.Util; using QuantConnect.Interfaces; using QuantConnect.Algorithm; using QuantConnect.Indicators; using QuantConnect.Data; using QuantConnect.Data.Consolidators; using QuantConnect.Data.Custom; using QuantConnect.DataSource; using QuantConnect.Data.Fundamental; using QuantConnect.Data.Market; using QuantConnect.Data.UniverseSelection; using QuantConnect.Notifications; using QuantConnect.Orders; using QuantConnect.Orders.Fees; using QuantConnect.Orders.Fills; using QuantConnect.Orders.Slippage; using QuantConnect.Scheduling; using QuantConnect.Securities; using QuantConnect.Securities.Equity; using QuantConnect.Securities.Future; using QuantConnect.Securities.Option; using QuantConnect.Securities.Forex; using QuantConnect.Securities.Crypto; using QuantConnect.Securities.Interfaces; using QuantConnect.Storage; using QCAlgorithmFramework = QuantConnect.Algorithm.QCAlgorithm; using QCAlgorithmFrameworkBridge = QuantConnect.Algorithm.QCAlgorithm; #endregion using QuantConnect.DataSource; namespace QuantConnect { public class CoinAPIDataAlgorithm : QCAlgorithm { private Symbol _btcusd; private decimal? _minimumOrderSize; private decimal? _threshold = 0.5m; public override void Initialize() { SetStartDate(2020, 6, 1); SetEndDate(2021, 6, 1); SetCash(500000); UniverseSettings.Asynchronous = true; // Kraken accepts both Cash and Margin type account. SetBrokerageModel(BrokerageName.Kraken, AccountType.Margin); // Warm up the security with the last known price to avoid conversion error SetSecurityInitializer(security => security.SetMarketPrice(GetLastKnownPrice(security))); // Requesting data var crypto = AddCrypto("BTCUSD", Resolution.Minute, Market.Kraken); _btcusd = crypto.Symbol; _minimumOrderSize = crypto.SymbolProperties.MinimumOrderSize; // Historical data var history = History(_btcusd, 30, Resolution.Daily); Debug($"We got {history.Count()} items from our history request"); // Add Crypto Coarse Fundamental Universe Selection AddUniverse(CryptoUniverse.Kraken(UniverseSelectionFilter)); } private IEnumerable<Symbol> UniverseSelectionFilter(IEnumerable<CryptoUniverse> cryptoCoarse) { return from datum in cryptoCoarse where datum.Volume >= 100m && datum.VolumeInUsd > 10000m select datum.Symbol; } public override void OnData(Slice slice) { if (Portfolio.CashBook["BTC"].Amount == 0) { var freeCash = Portfolio.CashBook["USD"].Amount * (1-Settings.FreePortfolioValuePercentage); var quantity = _threshold*freeCash / slice[_btcusd].Price; quantity -= quantity % _minimumOrderSize; if (quantity > 0m) { MarketOrder(_btcusd, quantity); } } } } }