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Merge pull request QuantConnect#4295 from Martin-Molinero/test-add-ne…
…w-order-submission-data-regression-algorithm Add OrderSubmission data regression algorithm
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Algorithm.CSharp/OrderSubmissionDataRegressionAlgorithm.cs
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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. | ||
*/ | ||
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using System; | ||
using System.Collections.Generic; | ||
using QuantConnect.Data; | ||
using QuantConnect.Interfaces; | ||
using QuantConnect.Orders; | ||
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namespace QuantConnect.Algorithm.CSharp | ||
{ | ||
/// <summary> | ||
/// </summary> | ||
public class OrderSubmissionDataRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition | ||
{ | ||
private Dictionary<string, OrderSubmissionData> _orderSubmissionData = new Dictionary<string, OrderSubmissionData>(); | ||
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/// <summary> | ||
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized. | ||
/// </summary> | ||
public override void Initialize() | ||
{ | ||
SetStartDate(2013, 10, 07); | ||
SetEndDate(2013, 10, 11); | ||
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AddEquity("SPY"); | ||
AddForex("EURUSD", Resolution.Hour); | ||
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Schedule.On(DateRules.EveryDay(), TimeRules.Noon, () => | ||
{ | ||
Liquidate(); | ||
foreach (var ticker in new[] {"SPY", "EURUSD"}) | ||
{ | ||
PlaceTrade(ticker); | ||
} | ||
}); | ||
} | ||
private void PlaceTrade(string ticker) | ||
{ | ||
var ticket = MarketOrder(ticker, 1000); | ||
var order = Transactions.GetOrderById(ticket.OrderId); | ||
var data = order.OrderSubmissionData; | ||
if (data == null || data.AskPrice == 0 || data.BidPrice == 0 || data.LastPrice == 0) | ||
{ | ||
throw new Exception("Invalid Order Submission data detected"); | ||
} | ||
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if (_orderSubmissionData.ContainsKey(ticker)) | ||
{ | ||
var previous = _orderSubmissionData[ticker]; | ||
if (previous.AskPrice == data.AskPrice || previous.BidPrice == data.BidPrice || previous.LastPrice == data.LastPrice) | ||
{ | ||
throw new Exception("Order Submission data didn't change"); | ||
} | ||
} | ||
_orderSubmissionData[ticker] = data; | ||
} | ||
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/// <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; | ||
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/// <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 }; | ||
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/// <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", "18"}, | ||
{"Average Win", "0.88%"}, | ||
{"Average Loss", "-0.95%"}, | ||
{"Compounding Annual Return", "292.584%"}, | ||
{"Drawdown", "3.400%"}, | ||
{"Expectancy", "0.204"}, | ||
{"Net Profit", "1.780%"}, | ||
{"Sharpe Ratio", "11.819"}, | ||
{"Probabilistic Sharpe Ratio", "66.758%"}, | ||
{"Loss Rate", "38%"}, | ||
{"Win Rate", "62%"}, | ||
{"Profit-Loss Ratio", "0.93"}, | ||
{"Alpha", "1.037"}, | ||
{"Beta", "1.548"}, | ||
{"Annual Standard Deviation", "0.34"}, | ||
{"Annual Variance", "0.116"}, | ||
{"Information Ratio", "17.385"}, | ||
{"Tracking Error", "0.12"}, | ||
{"Treynor Ratio", "2.597"}, | ||
{"Total Fees", "$45.00"}, | ||
{"Fitness Score", "0.986"}, | ||
{"Kelly Criterion Estimate", "0"}, | ||
{"Kelly Criterion Probability Value", "0"}, | ||
{"Sortino Ratio", "9.332"}, | ||
{"Return Over Maximum Drawdown", "45.085"}, | ||
{"Portfolio Turnover", "2.728"}, | ||
{"Total Insights Generated", "0"}, | ||
{"Total Insights Closed", "0"}, | ||
{"Total Insights Analysis Completed", "0"}, | ||
{"Long Insight Count", "0"}, | ||
{"Short Insight Count", "0"}, | ||
{"Long/Short Ratio", "100%"}, | ||
{"Estimated Monthly Alpha Value", "$0"}, | ||
{"Total Accumulated Estimated Alpha Value", "$0"}, | ||
{"Mean Population Estimated Insight Value", "$0"}, | ||
{"Mean Population Direction", "0%"}, | ||
{"Mean Population Magnitude", "0%"}, | ||
{"Rolling Averaged Population Direction", "0%"}, | ||
{"Rolling Averaged Population Magnitude", "0%"}, | ||
{"OrderListHash", "-809947807"} | ||
}; | ||
} | ||
} |
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