Files
quantconnect--lean/Algorithm.CSharp/FutureStopMarketOrderOnExtendedHoursRegressionAlgorithm.cs
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JosueNina 7008d17714
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Add MaxDrawdownRecovery metric (#8865)
* Implement  a prototype of the maximum recovery time function.

* Add unit test skeletons.

* Add failing test

* Issue #4581: Implement MaxDrawdownRecoveryTime.

* Issue 4581: Add DTO for Drawdown Percentage, Drawdown Enddate, and High Value

* Issue 4581: Fix bgu for when lDrawdowns list is empty.

* Issue 4581: Change names of tests. Change name of file.

* Issue 4581: Make adjustements to flow of adding drawdowns to lDrawdowns.

* Issue 4581: Add multiple unit tests.

* Issue #4581: Change name of unit test

* Issue #4581: Add to PerformanceMetrics

* Issue #4581: Add Maximum Drawdown Recovery to PortolioStatistics class.

* Issue #4581: Add to portolfio statistics class.

* Issue #4581: Add to statistics builder.

* Issue #4581: Add report key.

* Case #4581: Convert to decimal.

* Issue #4581: Correct comment.

* Issue #4581: Correct performance metrics view model string.

* Case #4581: Correct statistics builder view model string..again.

* Issue #4581: Placed DradownDradownDateHighValueDTO at the end of the file for simpler diff.

* Issue #4581: Add 2 new tests.

* Issue #4581: Change algorithm so that when multiple maximum drawdowns occur, the longest of all recoveries is reported.

* Issue #4581: Add unit test.

* Issue #4581: Remove reportkey. Change dto name.

* Issue #4581: Change summary.

* Issue #4581: Change comment.

* Add max drawdown recovery calculation with unit tests

* Update regression algorithms with the new metric

* Solve review comments

* Update regression algorithms

* Add TryGet to safely get the key: MaximumDrawdownRecovery

* Ignore MaximumDrawdownRecovery metric in OptimizationBacktest Json

* Revert changes in Messaging

* Update regression algorithms

* Add test case: TakesLongestRecoveryAmongMultipleDrawdowns

* Use integer days for MaximumDrawdownRecovery

* Add MaximumDrawdownRecoveryReportElement

* Use more explicit names

* Rename files and variables for consistency

* Update regression algorithms

---------

Co-authored-by: Alain Schaerer <aschaerer@pcatg.com>
2025-07-17 16:32:23 -03:00

170 lines
6.5 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.Linq;
using QuantConnect.Data;
using QuantConnect.Orders;
using QuantConnect.Securities;
using QuantConnect.Interfaces;
using QuantConnect.Data.Market;
using System.Collections.Generic;
using QuantConnect.Securities.Future;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Continuous Futures Regression algorithm.
/// Asserting the behavior of stop market order <see cref="StopMarketOrder"/> in extended market hours
/// <seealso cref="Data.UniverseSelection.UniverseSettings.ExtendedMarketHours"/>
/// </summary>
public class FutureStopMarketOrderOnExtendedHoursRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private OrderTicket _ticket;
private Future _SP500EMini;
public override void Initialize()
{
SetStartDate(2013, 10, 6);
SetEndDate(2013, 10, 12);
_SP500EMini = AddFuture(Futures.Indices.SP500EMini, Resolution.Minute, extendedMarketHours: true);
Schedule.On(DateRules.EveryDay(), TimeRules.At(19, 0), () =>
{
// Don't place orders at the end of the last date, the market-on-stop order won't have time to fill
if (Time.Date == EndDate.Date.AddDays(-1))
{
return;
}
MarketOrder(_SP500EMini.Mapped, 1);
_ticket = StopMarketOrder(_SP500EMini.Mapped, -1, _SP500EMini.Price * 1.1m);
});
}
/// <summary>
/// Data Event Handler: receiving all subscription data in a single event
/// </summary>
/// <param name="slice">The current slice of data keyed by symbol string</param>
public override void OnData(Slice slice)
{
if (_ticket == null || _ticket.Status != OrderStatus.Submitted)
{
return;
}
var stopPrice = _ticket.Get(OrderField.StopPrice);
var bar = Securities[_ticket.Symbol].Cache.GetData<TradeBar>();
}
/// <summary>
/// Order fill event handler. On an order fill update the resulting information is passed to this method.
/// </summary>
/// <param name="orderEvent">Order event details containing details of the events</param>
public override void OnOrderEvent(OrderEvent orderEvent)
{
if (orderEvent == null)
{
return;
}
if (Transactions.GetOrderById(orderEvent.OrderId).Type != OrderType.StopMarket)
{
return;
}
if (orderEvent.Status == OrderStatus.Filled)
{
var time = MarketHoursDatabase.GetExchangeHours(_SP500EMini.SubscriptionDataConfig);
if (!time.IsOpen(orderEvent.UtcTime, _SP500EMini.IsExtendedMarketHours))
{
throw new RegressionTestException($"The Exchange hours was closed, verify 'extendedMarketHours' flag in {nameof(Initialize)} when added new security(ies).");
}
}
}
public override void OnEndOfAlgorithm()
{
var stopMarketOrders = Transactions.GetOrders(x => x is StopMarketOrder);
if (stopMarketOrders.Any(x => x.Status != OrderStatus.Filled))
{
throw new RegressionTestException("The Algorithms was not handled any StopMarketOrders");
}
}
/// <summary>
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
/// </summary>
public bool CanRunLocally { get; } = true;
/// <summary>
/// This is used by the regression test system to indicate which languages this algorithm is written in.
/// </summary>
public List<Language> Languages { get; } = new() { Language.CSharp, Language.Python };
/// <summary>
/// Data Points count of all time slices of algorithm
/// </summary>
public long DataPoints => 41486;
/// <summary>
/// Data Points count of the algorithm history
/// </summary>
public int AlgorithmHistoryDataPoints => 0;
/// <summary>
/// Final status of the algorithm
/// </summary>
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
/// </summary>
public Dictionary<string, string> ExpectedStatistics => new Dictionary<string, string>
{
{"Total Orders", "10"},
{"Average Win", "0%"},
{"Average Loss", "-0.02%"},
{"Compounding Annual Return", "-6.419%"},
{"Drawdown", "0.100%"},
{"Expectancy", "-1"},
{"Start Equity", "100000"},
{"End Equity", "99891"},
{"Net Profit", "-0.109%"},
{"Sharpe Ratio", "-22.29"},
{"Sortino Ratio", "-26.651"},
{"Probabilistic Sharpe Ratio", "0.016%"},
{"Loss Rate", "100%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.05"},
{"Beta", "-0.006"},
{"Annual Standard Deviation", "0.002"},
{"Annual Variance", "0"},
{"Information Ratio", "-2.76"},
{"Tracking Error", "0.215"},
{"Treynor Ratio", "8.829"},
{"Total Fees", "$21.50"},
{"Estimated Strategy Capacity", "$3400000.00"},
{"Lowest Capacity Asset", "ES VMKLFZIH2MTD"},
{"Portfolio Turnover", "138.95%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "957191893a3de4975ec14b2a3b2490de"}
};
}
}