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quantconnect--lean/Algorithm.CSharp/BasicTemplateTradableIndexAlgorithm.cs
T
Derek Melchin eefa74baaa
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Add Sortino ratio to statistics and report (#6698)
* Add Sortino ratio to statistics and report

* Adds Sortino Ratio to Report Key Statistics

* Addresses Peer-Review

Reuse `SharpeRatioReportElement` and change the template.

* Reuse Calculations Across Statistics and PortfolioStatistics

* Adds Sortino Ratio to Regression Algorithms

* Removes Sortino Ratio from Optimization Result Table

---------

Co-authored-by: Alexandre Catarino <AlexCatarino@users.noreply.github.com>
2023-12-12 21:06:13 -03:00

94 lines
3.3 KiB
C#

/*
* 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;
using QuantConnect.Data;
using System.Collections.Generic;
using QuantConnect.Orders;
using System.Linq;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// This example demonstrates how to add index asset types and change the tradable condition
/// </summary>
/// <meta name="tag" content="using data" />
/// <meta name="tag" content="benchmarks" />
/// <meta name="tag" content="indexes" />
public class BasicTemplateTradableIndexAlgorithm : BasicTemplateIndexAlgorithm
{
private OrderTicket _ticket;
/// <summary>
/// Initialize your algorithm and add desired assets.
/// </summary>
public override void Initialize()
{
base.Initialize();
Securities[Spx].IsTradable = true;
}
/// <summary>
/// Index EMA Cross trading underlying.
/// </summary>
public override void OnData(Slice slice)
{
base.OnData(slice);
_ticket ??= MarketOrder(Spx, 1);
}
public override void OnEndOfAlgorithm()
{
if (!_ticket.Status.IsFill())
{
throw new Exception("Index is tradable.");
}
}
/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
/// </summary>
public override Dictionary<string, string> ExpectedStatistics => new()
{
{"Total Trades", "5"},
{"Average Win", "6.15%"},
{"Average Loss", "-0.01%"},
{"Compounding Annual Return", "434.741%"},
{"Drawdown", "3.400%"},
{"Expectancy", "589.124"},
{"Net Profit", "5.510%"},
{"Sharpe Ratio", "-6.336"},
{"Sortino Ratio", "-12.182"},
{"Probabilistic Sharpe Ratio", "0.011%"},
{"Loss Rate", "50%"},
{"Win Rate", "50%"},
{"Profit-Loss Ratio", "1179.25"},
{"Alpha", "-0.226"},
{"Beta", "0.02"},
{"Annual Standard Deviation", "0.034"},
{"Annual Variance", "0.001"},
{"Information Ratio", "-7.032"},
{"Tracking Error", "0.107"},
{"Treynor Ratio", "-10.906"},
{"Total Fees", "$0.00"},
{"Estimated Strategy Capacity", "$3000.00"},
{"Lowest Capacity Asset", "SPX XL80P3GHDZXQ|SPX 31"},
{"Portfolio Turnover", "24.13%"},
{"OrderListHash", "41644492e032f38d0d9be0915f09a03b"}
};
}
}