| 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);
}
}
}
}
}