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quantconnect--lean/Algorithm.Framework/Risk/MaximumDrawdownPercentPerSecurity.cs
Derek Melchin b401fde07e
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Update MaximumDrawdownPercentPerSecurity model to cancel insights (#7103)
* Remove OnEndOfAlgorithm and update expected trade count

* Update models to cancel insights

* Update expected results

* Remove `Remove` method call

* Update to use the new `Cancel` method
2023-03-23 11:11:27 -03:00

74 lines
2.7 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 System.Collections.Generic;
using QuantConnect.Algorithm.Framework.Portfolio;
namespace QuantConnect.Algorithm.Framework.Risk
{
/// <summary>
/// Provides an implementation of <see cref="IRiskManagementModel"/> that limits the drawdown
/// per holding to the specified percentage
/// </summary>
public class MaximumDrawdownPercentPerSecurity : RiskManagementModel
{
private readonly decimal _maximumDrawdownPercent;
/// <summary>
/// Initializes a new instance of the <see cref="MaximumDrawdownPercentPerSecurity"/> class
/// </summary>
/// <param name="maximumDrawdownPercent">The maximum percentage drawdown allowed for any single security holding,
/// defaults to 5% drawdown per security</param>
public MaximumDrawdownPercentPerSecurity(
decimal maximumDrawdownPercent = 0.05m
)
{
_maximumDrawdownPercent = -Math.Abs(maximumDrawdownPercent);
}
/// <summary>
/// Manages the algorithm's risk at each time step
/// </summary>
/// <param name="algorithm">The algorithm instance</param>
/// <param name="targets">The current portfolio targets to be assessed for risk</param>
public override IEnumerable<IPortfolioTarget> ManageRisk(QCAlgorithm algorithm, IPortfolioTarget[] targets)
{
foreach (var kvp in algorithm.Securities)
{
var security = kvp.Value;
if (!security.Invested)
{
continue;
}
var pnl = security.Holdings.UnrealizedProfitPercent;
if (pnl < _maximumDrawdownPercent)
{
var symbol = security.Symbol;
// Cancel insights
algorithm.Insights.Cancel(new[] { symbol });
// liquidate
yield return new PortfolioTarget(symbol, 0);
}
}
}
}
}