/* * 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 QuantConnect.Data; using QuantConnect.Interfaces; using System; using System.Collections.Generic; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm to assert we can have custom data subscriptions with different exchanges /// public class CustomDataWorksWithDifferentExchangesRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private bool _noDataPointsReceived; public override void Initialize() { SetStartDate(2014, 05, 02); SetEndDate(2014, 05, 03); var market1 = AddForex("EURUSD", Resolution.Hour, Market.FXCM); var firstCustomSecurity = AddData(market1.Symbol, Resolution.Hour, TimeZones.Utc, false); if (firstCustomSecurity.Exchange.TimeZone != TimeZones.Utc) { throw new RegressionTestException($"The time zone of security {firstCustomSecurity} should be {TimeZones.Utc}, but it was {firstCustomSecurity.Exchange.TimeZone}"); } var market2 = AddForex("EURUSD", Resolution.Hour, Market.Oanda); var secondCustomSecurity = AddData(market2.Symbol, Resolution.Hour, TimeZones.Utc, false); if (secondCustomSecurity.Exchange.TimeZone != TimeZones.Utc) { throw new RegressionTestException($"The time zone of security {secondCustomSecurity} should be {TimeZones.Utc}, but it was {secondCustomSecurity.Exchange.TimeZone}"); } _noDataPointsReceived = true; } public override void OnData(Slice slice) { _noDataPointsReceived = false; if (slice.Count != ActiveSecurities.Count) { throw new RegressionTestException($"{ActiveSecurities.Count.ToString().ToCamelCase()} data points were expected, but only {slice.Count} were received"); } } public override void OnEndOfAlgorithm() { if (_noDataPointsReceived) { throw new RegressionTestException($"No points were received"); } } /// /// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm. /// public bool CanRunLocally { get; } = true; /// /// This is used by the regression test system to indicate which languages this algorithm is written in. /// public List Languages { get; } = new() { Language.CSharp }; /// /// Data Points count of all timeslices of algorithm /// public long DataPoints => 94; /// /// Data Points count of the algorithm history /// public int AlgorithmHistoryDataPoints => 60; /// /// Final status of the algorithm /// public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed; /// /// This is used by the regression test system to indicate what the expected statistics are from running the algorithm /// public Dictionary ExpectedStatistics => new Dictionary { {"Total Orders", "0"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "100000.00"}, {"End Equity", "100000"}, {"Net Profit", "0%"}, {"Sharpe Ratio", "0"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0"}, {"Beta", "0"}, {"Annual Standard Deviation", "0"}, {"Annual Variance", "0"}, {"Information Ratio", "0"}, {"Tracking Error", "0"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", ""}, {"Portfolio Turnover", "0%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} }; } public class ExampleCustomData : BaseData { private int _hours { get; set; } public decimal Open { get; set; } public decimal High { get; set; } public decimal Low { get; set; } public decimal Close { get; set; } public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode) { var source = "https://www.dl.dropboxusercontent.com/s/d83xvd7mm9fzpk0/path_to_my_csv_data.csv?dl=0"; return new SubscriptionDataSource(source, SubscriptionTransportMedium.RemoteFile, FileFormat.Csv); } public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode) { var csv = line.Split(","); var data = new ExampleCustomData() { Symbol = config.Symbol, Time = date.AddHours(_hours), Value = csv[4].ToDecimal(), Open = csv[1].ToDecimal(), High = csv[2].ToDecimal(), Low = csv[3].ToDecimal(), Close = csv[4].ToDecimal() }; _hours = (_hours + 1) % 22; return data; } } }