Files
Jhonathan Abreu 8f2a23e97f Results analyzer (#9336)
* Initial backtest analyzer commit

* Changes for cleanup

* Minor fix

* Add class for analysis result context

* Fix more models

* More fixes

* More fixes

* More fixes

* More fixes

* Cleanup

* Cleanup

* Add documentation

* Cleanup and remove some classes

* Write backtest analysis to results file

* Cleanup

* Minor fixes

* Minor fix

* Minor cleanup

* Implement json deserialization for backtest analysis result

* Rename analyzer classes to generalize

Remove "backtest" references from names

* Add weight to analyses

* Run analyses in order by weight

* Cleanup

* Cleanup

* Update Issue text

* Set sub-test weights to 0

* Update test weights

* Add xml docs

* Disable result analysis on regression tests

* Refactor analysis naming

* Renaming cleanup

* Simplify analysis results context

* Log when analyzer reaches max tests or time limit

* Sample down equity curve to match daily benchmark

* Minor changes

* Minor fixes

---------

Co-authored-by: Derek Melchin <melchin.derek@gmail.com>
2026-04-07 17:41:12 -04:00

58 lines
2.3 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 Newtonsoft.Json;
using System.Collections.Generic;
namespace QuantConnect
{
/// <summary>
/// Represents the outcome of a single backtest diagnostic analysis,
/// containing the analysis name, diagnostic context, and a list of solutions.
/// </summary>
public class Analysis(string name, string issue, object sample, int? count, IReadOnlyList<string> solutions)
{
/// <summary>
/// Gets or sets the name of the analysis that produced this result.
/// </summary>
public string Name { get; set; } = name;
/// <summary>
/// Gets or sets a short description of why the analysis was triggered.
/// </summary>
public string Issue { get; set; } = issue;
/// <summary>
/// Gets or sets a representative sample value of the issue detected by the analysis.
/// It can be something like a log message, an order or an order event.
/// </summary>
public object Sample { get; set; } = sample;
/// <summary>
/// Gets or sets the total number of matching occurrences found by the analysis.
/// If null, the analysis is reporting a single issue with the provided sample;
/// if not null, the sample represents one of multiple occurrences of the same issue.
/// </summary>
[JsonProperty(NullValueHandling = NullValueHandling.Ignore)]
public int? Count { get; set; } = count;
/// <summary>
/// Gets or sets human-readable suggestions for resolving the detected issue.
/// </summary>
public IReadOnlyList<string> Solutions { get; set; } = solutions;
}
}