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quantconnect--lean/Algorithm.CSharp/SetHoldingsLiquidateExistingHoldingsMultipleTargetsRegressionAlgorithm.cs
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Martin-Molinero bbbab6d9a8
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Refactor alpha statistics phase I (#7055)
* Refactor alpha statistics

- Refactor alpha statistics, cleaning up and simplifying no longer required calculations and scoring
- Adding new InsightEvaluator abstraction, adding C# & PY regression
  algorithms

* Optimization backtest result json converter update

* Address reviews

- Remove IAlphaHandler, move insight storage responsability to IResultHandler
  and centralizing insight collection on the QCAlgorithm.Insights to be
  reused by the framework models
- Fix portfolio turnover single day backtests and duplicate time
  sampling handling. Updating regression algorithms

* Add InsightCollection tests and minor fixes

* Adding more & improved tests
2023-03-10 13:12:23 -03:00

71 lines
2.9 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.Collections.Generic;
using QuantConnect.Algorithm.Framework.Portfolio;
using QuantConnect.Data;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Regression algorithm testing GH feature 3790, using SetHoldings with a collection of targets
/// which will be ordered by margin impact before being executed, with the objective of avoiding any
/// margin errors
/// Asserts that liquidateExistingHoldings equal false does not close positions inadvertedly (GH 7008)
/// </summary>
public class SetHoldingsLiquidateExistingHoldingsMultipleTargetsRegressionAlgorithm : SetHoldingsMultipleTargetsRegressionAlgorithm
{
public override void OnData(Slice data)
{
if (!Portfolio.Invested)
{
SetHoldings(new List<PortfolioTarget> { new("SPY", 0.8m), new("IBM", 0.2m) },
liquidateExistingHoldings: true);
}
}
/// <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", "2"},
{"Average Win", "0%"},
{"Average Loss", "0%"},
{"Compounding Annual Return", "300.863%"},
{"Drawdown", "2.100%"},
{"Expectancy", "0"},
{"Net Profit", "1.791%"},
{"Sharpe Ratio", "9.78"},
{"Probabilistic Sharpe Ratio", "67.282%"},
{"Loss Rate", "0%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "0.21"},
{"Beta", "0.995"},
{"Annual Standard Deviation", "0.223"},
{"Annual Variance", "0.05"},
{"Information Ratio", "7.104"},
{"Tracking Error", "0.028"},
{"Treynor Ratio", "2.194"},
{"Total Fees", "$3.76"},
{"Estimated Strategy Capacity", "$40000000.00"},
{"Lowest Capacity Asset", "IBM R735QTJ8XC9X"},
{"Portfolio Turnover", "19.93%"},
{"OrderListHash", "4897db8b98ab7b556f1cb2e4b7757238"}
};
}
}