/*
* 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.
*/
using System.Collections.Generic;
using QuantConnect.Algorithm.Framework.Risk;
using QuantConnect.Algorithm.Framework.Selection;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Regression algorithm to assert the behavior of Risk Management Model
///
public class MaximumDrawdownPercentPerSecurityFrameworkRegressionAlgorithm : BaseFrameworkRegressionAlgorithm
{
public override void Initialize()
{
base.Initialize();
SetUniverseSelection(new ManualUniverseSelectionModel(QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, Market.USA)));
SetRiskManagement(new MaximumDrawdownPercentPerSecurity(0.004m));
}
///
/// Data Points count of all timeslices of algorithm
///
public override long DataPoints => 304;
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public override Dictionary ExpectedStatistics => new()
{
{"Total Orders", "2"},
{"Average Win", "0%"},
{"Average Loss", "-0.41%"},
{"Compounding Annual Return", "-4.899%"},
{"Drawdown", "1.100%"},
{"Expectancy", "-1"},
{"Start Equity", "100000"},
{"End Equity", "99592.55"},
{"Net Profit", "-0.407%"},
{"Sharpe Ratio", "-3.521"},
{"Sortino Ratio", "0"},
{"Probabilistic Sharpe Ratio", "0.370%"},
{"Loss Rate", "100%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.04"},
{"Beta", "-0.012"},
{"Annual Standard Deviation", "0.012"},
{"Annual Variance", "0"},
{"Information Ratio", "-4.647"},
{"Tracking Error", "0.05"},
{"Treynor Ratio", "3.644"},
{"Total Fees", "$2.00"},
{"Estimated Strategy Capacity", "$74000000.00"},
{"Lowest Capacity Asset", "AAPL R735QTJ8XC9X"},
{"Portfolio Turnover", "6.66%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "ab2645a4eeb3bbd6b2862df5260d86b4"}
};
}
}