/* * 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; using System.Linq; using QuantConnect.Data.Market; namespace QuantConnect.Algorithm.CSharp { /// /// Algorithm for testing submit/update/cancel for combo orders /// public class ComboOrderTicketDemoAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition { private readonly List _openMarketOrders = new(); private readonly List _openLegLimitOrders = new(); private readonly List _openLimitOrders = new(); private Symbol _optionSymbol; private List _orderLegs; /// public override void Initialize() { SetStartDate(2015, 12, 24); SetEndDate(2015, 12, 24); SetCash(100000); var equity = AddEquity("GOOG", leverage: 4, fillForward: true); var option = AddOption(equity.Symbol, fillForward: true); _optionSymbol = option.Symbol; option.SetFilter(u => u.Strikes(-2, +2) .Expiration(0, 180)); } public override void OnData(Slice slice) { if (_orderLegs == null) { OptionChain chain; if (IsMarketOpen(_optionSymbol) && slice.OptionChains.TryGetValue(_optionSymbol, out chain)) { var callContracts = chain.Where(contract => contract.Right == OptionRight.Call) .GroupBy(x => x.Expiry) .OrderBy(grouping => grouping.Key) .First() .OrderBy(x => x.Strike) .ToList(); // Let's wait until we have at least three contracts if (callContracts.Count < 3) { return; } _orderLegs = new List() { Leg.Create(callContracts[0].Symbol, 1), Leg.Create(callContracts[1].Symbol, -2), Leg.Create(callContracts[2].Symbol, 1), }; } } else { // COMBO MARKET ORDERS ComboMarketOrders(); // COMBO LIMIT ORDERS ComboLimitOrders(); // COMBO LEG LIMIT ORDERS ComboLegLimitOrders(); } } private void ComboMarketOrders() { if (_openMarketOrders.Count != 0 || _orderLegs == null) { return; } Log("Submitting combo market orders"); var tickets = ComboMarketOrder(_orderLegs, 2, asynchronous: false); _openMarketOrders.AddRange(tickets); tickets = ComboMarketOrder(_orderLegs, 2, asynchronous: true); _openMarketOrders.AddRange(tickets); foreach (var ticket in tickets) { var response = ticket.Cancel("Attempt to cancel combo market order"); if (response.IsSuccess) { throw new RegressionTestException("Combo market orders should fill instantly, they should not be cancelable in backtest mode: " + response.OrderId); } } } private void ComboLimitOrders() { if (_openLimitOrders.Count == 0) { Log("Submitting ComboLimitOrder"); var currentPrice = _orderLegs.Sum(leg => leg.Quantity * Securities[leg.Symbol].Close); var tickets = ComboLimitOrder(_orderLegs, 2, currentPrice + 1.5m); _openLimitOrders.AddRange(tickets); // These won't fill, we will test cancel with this tickets = ComboLimitOrder(_orderLegs, -2, currentPrice + 3m); _openLimitOrders.AddRange(tickets); } else { var combo1 = _openLimitOrders.Take(_orderLegs.Count).ToList(); var combo2 = _openLimitOrders.Skip(_orderLegs.Count).Take(_orderLegs.Count).ToList(); // check if either is filled and cancel the other if (CheckGroupOrdersForFills(combo1, combo2)) { return; } // if neither order has filled, bring in the limits by a penny var ticket = combo1[0]; var newLimit = Math.Round(ticket.Get(OrderField.LimitPrice) + 0.01m, 2); Debug($"Updating limits - Combo 1 {ticket.OrderId}: {newLimit.ToStringInvariant("0.00")}"); ticket.Update(new UpdateOrderFields { LimitPrice = newLimit, Tag = "Update #" + (ticket.UpdateRequests.Count + 1) }); ticket = combo2[0]; newLimit = Math.Round(ticket.Get(OrderField.LimitPrice) - 0.01m, 2); Debug($"Updating limits - Combo 2 {ticket.OrderId}: {newLimit.ToStringInvariant("0.00")}"); ticket.Update(new UpdateOrderFields { LimitPrice = newLimit, Tag = "Update #" + (ticket.UpdateRequests.Count + 1) }); } } private void ComboLegLimitOrders() { if (_openLegLimitOrders.Count == 0) { Log("Submitting ComboLegLimitOrder"); // submit a limit order to buy 2 shares at .1% below the bar's close foreach (var leg in _orderLegs) { var close = Securities[leg.Symbol].Close; leg.OrderPrice = close * .999m; } var tickets = ComboLegLimitOrder(_orderLegs, quantity: 2); _openLegLimitOrders.AddRange(tickets); // submit another limit order to sell 2 shares at .1% above the bar's close foreach (var leg in _orderLegs) { var close = Securities[leg.Symbol].Close; leg.OrderPrice = close * 1.001m; } tickets = ComboLegLimitOrder(_orderLegs, -2); _openLegLimitOrders.AddRange(tickets); } else { var combo1 = _openLegLimitOrders.Take(_orderLegs.Count).ToList(); var combo2 = _openLegLimitOrders.Skip(_orderLegs.Count).Take(_orderLegs.Count).ToList(); // check if either is filled and cancel the other if (CheckGroupOrdersForFills(combo1, combo2)) { return; } // if neither order has filled, bring in the limits by a penny foreach (var ticket in combo1) { var newLimit = Math.Round(ticket.Get(OrderField.LimitPrice) + (ticket.Quantity > 0 ? 1m : -1m) * 0.01m, 2); Debug($"Updating limits - Combo #1: {newLimit.ToStringInvariant("0.00")}"); ticket.Update(new UpdateOrderFields { LimitPrice = newLimit, Tag = "Update #" + (ticket.UpdateRequests.Count + 1) }); } foreach (var ticket in combo2) { var newLimit = Math.Round(ticket.Get(OrderField.LimitPrice) + (ticket.Quantity > 0 ? 1m : -1m) * 0.01m, 2); Debug($"Updating limits - Combo #2: {newLimit.ToStringInvariant("0.00")}"); ticket.Update(new UpdateOrderFields { LimitPrice = newLimit, Tag = "Update #" + (ticket.UpdateRequests.Count + 1) }); } } } public override void OnOrderEvent(OrderEvent orderEvent) { var order = Transactions.GetOrderById(orderEvent.OrderId); if (orderEvent.Quantity == 0) { throw new RegressionTestException("OrderEvent quantity is Not expected to be 0, it should hold the current order Quantity"); } if (orderEvent.Quantity != order.Quantity) { throw new RegressionTestException($@"OrderEvent quantity should hold the current order Quantity. Got {orderEvent.Quantity }, expected {order.Quantity}"); } if (order is ComboLegLimitOrder && orderEvent.LimitPrice == 0) { throw new RegressionTestException("OrderEvent.LimitPrice is not expected to be 0 for ComboLegLimitOrder"); } } private bool CheckGroupOrdersForFills(List combo1, List combo2) { if (combo1.All(x => x.Status == OrderStatus.Filled)) { if (combo2.Any(x => x.Status.IsOpen())) { Log(combo1[0].OrderType + ": Canceling combo #2, combo #1 is filled."); combo2.ForEach(x => x.Cancel("Combo #1 filled.")); } return true; } if (combo2.All(x => x.Status == OrderStatus.Filled)) { if (combo1.Any(x => x.Status.IsOpen())) { Log(combo1[0].OrderType + ": Canceling combo #1, combo #2 is filled."); combo1.ForEach(x => x.Cancel("Combo #2 filled.")); } return true; } return false; } public override void OnEndOfAlgorithm() { var filledOrders = Transactions.GetOrders(x => x.Status == OrderStatus.Filled).ToList(); var orderTickets = Transactions.GetOrderTickets().ToList(); var openOrders = Transactions.GetOpenOrders(); var openOrderTickets = Transactions.GetOpenOrderTickets().ToList(); var remainingOpenOrders = Transactions.GetOpenOrdersRemainingQuantity(); // 6 market, 6 limit, 6 leg limit. // Out of the 6 limit orders, 3 are expected to be canceled. var expectedOrdersCount = 18; var expectedFillsCount = 15; if (filledOrders.Count != expectedFillsCount || orderTickets.Count != expectedOrdersCount) { throw new RegressionTestException($"There were expected {expectedFillsCount} filled orders and {expectedOrdersCount} order tickets, but there were {filledOrders.Count} filled orders and {orderTickets.Count} order tickets"); } var filledComboMarketOrders = filledOrders.Where(x => x.Type == OrderType.ComboMarket).ToList(); var filledComboLimitOrders = filledOrders.Where(x => x.Type == OrderType.ComboLimit).ToList(); var filledComboLegLimitOrders = filledOrders.Where(x => x.Type == OrderType.ComboLegLimit).ToList(); if (filledComboMarketOrders.Count != 6 || filledComboLimitOrders.Count != 3 || filledComboLegLimitOrders.Count != 6) { throw new RegressionTestException( "There were expected 6 filled market orders, 3 filled combo limit orders and 6 filled combo leg limit orders, " + $@"but there were {filledComboMarketOrders.Count} filled market orders, {filledComboLimitOrders.Count } filled combo limit orders and {filledComboLegLimitOrders.Count} filled combo leg limit orders"); } if (openOrders.Count != 0 || openOrderTickets.Count != 0) { throw new RegressionTestException($"No open orders or tickets were expected"); } if (remainingOpenOrders != 0m) { throw new RegressionTestException($"No remaining quantity to be filled from open orders was expected"); } } /// /// 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 => 15023; /// /// 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", "18"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "100000"}, {"End Equity", "98838"}, {"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", "$26.00"}, {"Estimated Strategy Capacity", "$2000.00"}, {"Lowest Capacity Asset", "GOOCV W78ZERHAOVVQ|GOOCV VP83T1ZUHROL"}, {"Portfolio Turnover", "58.98%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "e69460f62d4c165fe4b4a9bff1f48962"} }; } }