/* * 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 QuantConnect.Data; using QuantConnect.Interfaces; using QuantConnect.Orders; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm asserting that a market order placed through an intraday scheduled event on an asset /// subscribed only at daily resolution is automatically converted, so it fills at a real daily open/close instead /// of the stale previous close (no fresh intraday price is available for a daily resolution subscription): /// - While the market is open (before the MarketOnClose submission buffer): converted to MarketOnClose, /// filling at today's close. /// - Within the MarketOnClose submission buffer near the close: converted to MarketOnOpen, filling at the /// next open. /// At the same time, a market order on a minute resolution asset placed at the same intraday time is NOT converted: /// it stays a regular market order and fills immediately, since fresh intraday data is available. /// public class DailyResolutionMarketOrderConversionRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private Symbol _daily; private Symbol _minute; private OrderTicket _marketOnCloseTicket; private OrderTicket _marketOnOpenTicket; private OrderTicket _minuteTicket; private static readonly DateTime _tradingDay = new(2013, 10, 8); public override void Initialize() { SetStartDate(2013, 10, 07); SetEndDate(2013, 10, 09); SetCash(100000); // Daily resolution: market orders have no fresh intraday price, so they get converted. _daily = AddEquity("SPY", Resolution.Daily).Symbol; // Minute resolution: fresh intraday data is available, so market orders are left untouched. _minute = AddEquity("IBM", Resolution.Minute).Symbol; // Right after the open (09:31): even one minute into the session only the previous daily close is // available for the daily asset, so its order must still be converted to MarketOnClose. The minute order, // which has fresh intraday data, must NOT be converted. Schedule.On(DateRules.On(_tradingDay.Year, _tradingDay.Month, _tradingDay.Day), TimeRules.At(9, 31), () => { if (!Securities[_daily].HasData || !Securities[_minute].HasData) { throw new RegressionTestException($"Expected both securities to have data on {Time}"); } // Minute asset: not converted, fills immediately on fresh intraday data _minuteTicket = MarketOrder(_minute, 10); if (_minuteTicket.OrderType != OrderType.Market) { throw new RegressionTestException( $"Expected the minute resolution order to remain a Market order but was {_minuteTicket.OrderType}. Time: {Time}"); } if (_minuteTicket.Status != OrderStatus.Filled) { throw new RegressionTestException($"Expected the minute resolution order to fill immediately on {Time}"); } // Daily asset: converted to MarketOnClose _marketOnCloseTicket = MarketOrder(_daily, 10); if (_marketOnCloseTicket.OrderType != OrderType.MarketOnClose) { throw new RegressionTestException( $"Expected the daily market order to be converted to MarketOnClose but was {_marketOnCloseTicket.OrderType}. Time: {Time}"); } if (_marketOnCloseTicket.Status.IsFill()) { throw new RegressionTestException($"The MarketOnClose order was not expected to fill at submission time {Time}"); } }); // Within the MarketOnClose submission buffer near the close: the daily order falls back to MarketOnOpen. Schedule.On(DateRules.On(_tradingDay.Year, _tradingDay.Month, _tradingDay.Day), TimeRules.At(15, 55), () => { _marketOnOpenTicket = MarketOrder(_daily, 10); if (_marketOnOpenTicket.OrderType != OrderType.MarketOnOpen) { throw new RegressionTestException( $"Expected the daily market order near the close to be converted to MarketOnOpen but was {_marketOnOpenTicket.OrderType}. Time: {Time}"); } if (_marketOnOpenTicket.Status.IsFill()) { throw new RegressionTestException($"The MarketOnOpen order was not expected to fill at submission time {Time}"); } }); } public override void OnOrderEvent(OrderEvent orderEvent) { if (orderEvent.Status != OrderStatus.Filled) { return; } var fillLocalTime = orderEvent.UtcTime.ConvertFromUtc(Securities[orderEvent.Symbol].Exchange.TimeZone); if (_marketOnCloseTicket != null && orderEvent.OrderId == _marketOnCloseTicket.OrderId) { // MarketOnClose must fill at the close of the submission day, not on the stale previous close var expectedClose = Securities[_daily].Exchange.Hours.GetNextMarketClose(_tradingDay, false); if (fillLocalTime != expectedClose) { throw new RegressionTestException( $"Expected the MarketOnClose order to fill at {expectedClose} but filled at {fillLocalTime}"); } } else if (_marketOnOpenTicket != null && orderEvent.OrderId == _marketOnOpenTicket.OrderId) { // MarketOnOpen must fill on a later session (the next open), not on the submission day if (fillLocalTime.Date <= _tradingDay.Date) { throw new RegressionTestException( $"Expected the MarketOnOpen order to fill on a later session than {_tradingDay:yyyy-MM-dd} but filled at {fillLocalTime}"); } } } public override void OnEndOfAlgorithm() { if (_minuteTicket == null || _minuteTicket.Status != OrderStatus.Filled) { throw new RegressionTestException("The minute resolution market order was expected to be filled"); } if (_marketOnCloseTicket == null || _marketOnCloseTicket.Status != OrderStatus.Filled) { throw new RegressionTestException("The converted MarketOnClose order was expected to be filled"); } if (_marketOnOpenTicket == null || _marketOnOpenTicket.Status != OrderStatus.Filled) { throw new RegressionTestException("The converted MarketOnOpen order was expected to be filled"); } } /// /// 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 => 3150; /// /// 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", "3"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "-1.206%"}, {"Drawdown", "0.000%"}, {"Expectancy", "0"}, {"Start Equity", "100000"}, {"End Equity", "99991.14"}, {"Net Profit", "-0.009%"}, {"Sharpe Ratio", "-3.861"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0.008"}, {"Beta", "0.035"}, {"Annual Standard Deviation", "0.005"}, {"Annual Variance", "0"}, {"Information Ratio", "5.642"}, {"Tracking Error", "0.131"}, {"Treynor Ratio", "-0.526"}, {"Total Fees", "$3.00"}, {"Estimated Strategy Capacity", "$42000000.00"}, {"Lowest Capacity Asset", "IBM R735QTJ8XC9X"}, {"Portfolio Turnover", "1.41%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "ebf45813288201552f706cd072fe9ad8"} }; } }