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July 29, 2019 19:11
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Regression Algorithm being used
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/* | |
* 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 System.Linq; | |
using QuantConnect.Data; | |
using QuantConnect.Data.Market; | |
using QuantConnect.Orders; | |
using QuantConnect.Interfaces; | |
namespace QuantConnect.Algorithm.CSharp | |
{ | |
/// <summary> | |
/// This is an option split regression algorithm | |
/// </summary> | |
/// <meta name="tag" content="options" /> | |
/// <meta name="tag" content="regression test" /> | |
public class OptionHistoryRenameRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition | |
{ | |
private Symbol _optionSymbol; | |
public override void Initialize() | |
{ | |
// this test opens position in the first day of trading, lives through stock rename (NWSA->FOXA), dividends, and closes adjusted position on the third day | |
SetStartDate(2013, 06, 28); | |
SetEndDate(2013, 07, 02); | |
SetCash(1000000); | |
var option = AddOption("FOXA"); | |
_optionSymbol = option.Symbol; | |
// set our strike/expiry filter for this option chain | |
option.SetFilter(-1, +1, TimeSpan.Zero, TimeSpan.MaxValue); | |
// use the underlying equity as the benchmark | |
SetBenchmark("FOXA"); | |
} | |
public override void OnEndOfDay(Symbol symbol) | |
{ | |
var data = History(symbol, 60, Resolution.Minute); | |
foreach (var datum in data) | |
{ | |
Log($"{Time} - {datum.Symbol.Value}"); | |
} | |
} | |
/// <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 Language[] Languages { get; } = { Language.CSharp, Language.Python }; | |
/// <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 Trades", "4"}, | |
{"Average Win", "0%"}, | |
{"Average Loss", "-0.02%"}, | |
{"Compounding Annual Return", "-0.484%"}, | |
{"Drawdown", "0.000%"}, | |
{"Expectancy", "-1"}, | |
{"Net Profit", "-0.006%"}, | |
{"Sharpe Ratio", "-3.415"}, | |
{"Loss Rate", "100%"}, | |
{"Win Rate", "0%"}, | |
{"Profit-Loss Ratio", "0"}, | |
{"Alpha", "-0.016"}, | |
{"Beta", "-0.001"}, | |
{"Annual Standard Deviation", "0.002"}, | |
{"Annual Variance", "0"}, | |
{"Information Ratio", "10.014"}, | |
{"Tracking Error", "0.877"}, | |
{"Treynor Ratio", "4.289"}, | |
{"Total Fees", "$4.00"} | |
}; | |
} | |
} |
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