/* * 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.Data.Consolidators; using QuantConnect.Data.Market; using QuantConnect.Data.UniverseSelection; using QuantConnect.Interfaces; using System; using System.Collections.Generic; namespace QuantConnect.Algorithm.CSharp { /// /// A demonstration of consolidating options data into larger bars for your algorithm. /// public class BasicTemplateOptionsConsolidationAlgorithm: QCAlgorithm, IRegressionAlgorithmDefinition { private Dictionary _consolidators = new(); public override void Initialize() { SetStartDate(2013, 10, 7); SetEndDate(2013, 10, 11); SetCash(1000000); var option = AddOption("SPY"); option.SetFilter(-2, 2, 0, 189); } public void OnQuoteBarConsolidated(object sender, QuoteBar quoteBar) { Log($"OnQuoteBarConsolidated called on {Time}"); Log(quoteBar.ToString()); } public void OnTradeBarConsolidated(object sender, TradeBar tradeBar) { Log($"OnTradeBarConsolidated called on {Time}"); Log(tradeBar.ToString()); } public override void OnSecuritiesChanged(SecurityChanges changes) { foreach(var security in changes.AddedSecurities) { IDataConsolidator consolidator; if (security.Type == SecurityType.Equity) { consolidator = new TradeBarConsolidator(TimeSpan.FromMinutes(5)); (consolidator as TradeBarConsolidator).DataConsolidated += OnTradeBarConsolidated; } else { consolidator = new QuoteBarConsolidator(new TimeSpan(0, 5, 0)); (consolidator as QuoteBarConsolidator).DataConsolidated += OnQuoteBarConsolidated; } SubscriptionManager.AddConsolidator(security.Symbol, consolidator); _consolidators[security.Symbol] = consolidator; } foreach(var security in changes.RemovedSecurities) { _consolidators.Remove(security.Symbol, out var consolidator); SubscriptionManager.RemoveConsolidator(security.Symbol, consolidator); if (security.Type == SecurityType.Equity) { (consolidator as TradeBarConsolidator).DataConsolidated -= OnTradeBarConsolidated; } else { (consolidator as QuoteBarConsolidator).DataConsolidated -= OnQuoteBarConsolidated; } } } /// /// 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, Language.Python }; /// /// Data Points count of all timeslices of algorithm /// public long DataPoints => 3943; /// /// Data Points count of the algorithm history /// public int AlgorithmHistoryDataPoints => 0; /// /// 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", "1000000"}, {"End Equity", "1000000"}, {"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", "-8.91"}, {"Tracking Error", "0.223"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", ""}, {"Portfolio Turnover", "0%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} }; } }