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Updating Orders should fail if it causes insufficient margin (#8553)
* Initial solution * Update regression test * Update assertions * Resolve PR comments * Add more order types to regression test * Update regression algorithm name * Update old regression algorithm * Refactor validation to check buying power only for non-ComboLeg update orders * Update ValidateSufficientBuyingPowerForOrders * Update regression algorithm * Resolve review comments * Use try out pattern
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Algorithm.CSharp/InsufficientMarginOrderUpdateRegressionAlgorithm.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.Collections.Generic; | ||
using System.Linq; | ||
using QuantConnect.Data; | ||
using QuantConnect.Interfaces; | ||
using QuantConnect.Orders; | ||
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namespace QuantConnect.Algorithm.CSharp | ||
{ | ||
/// <summary> | ||
/// This algorithm tests order updates with margin constraints to ensure that orders become invalid when exceeding margin requirements. | ||
/// </summary> | ||
public class InsufficientMarginOrderUpdateRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition | ||
{ | ||
private OrderTicket _stopOrderTicket; | ||
private OrderTicket _limitOrderTicket; | ||
private OrderTicket _trailingStopOrderTicket; | ||
private bool _updatesReady; | ||
private bool _updatesInProgress; | ||
private int _updateEventsCount; | ||
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public override void Initialize() | ||
{ | ||
SetStartDate(2018, 4, 3); | ||
SetEndDate(2018, 4, 4); | ||
AddForex("EURUSD", Resolution.Minute); | ||
_updatesInProgress = true; | ||
_updateEventsCount = 0; | ||
} | ||
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public override void OnData(Slice data) | ||
{ | ||
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if (!Portfolio.Invested) | ||
{ | ||
var qty = CalculateOrderQuantity("EURUSD", 50m); | ||
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MarketOrder("EURUSD", qty); | ||
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// Place stop market, limit, and trailing stop orders with half the quantity | ||
_stopOrderTicket = StopMarketOrder("EURUSD", -qty / 2, Securities["EURUSD"].Price - 0.003m); | ||
_limitOrderTicket = LimitOrder("EURUSD", -qty / 2, Securities["EURUSD"].Price - 0.003m); | ||
_trailingStopOrderTicket = TrailingStopOrder("EURUSD", -qty / 2, Securities["EURUSD"].Price - 0.003m, 0.01m, true); | ||
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// Update the stop order | ||
var updateStopOrderSettings = new UpdateOrderFields | ||
{ | ||
// Attempt to increase the order quantity significantly | ||
Quantity = -qty * 100, | ||
StopPrice = Securities["EURUSD"].Price - 0.003m | ||
}; | ||
_stopOrderTicket.Update(updateStopOrderSettings); | ||
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// Update limit order | ||
var updateLimitOrderSettings = new UpdateOrderFields | ||
{ | ||
// Attempt to increase the order quantity significantly | ||
Quantity = -qty * 100, | ||
LimitPrice = Securities["EURUSD"].Price - 0.003m | ||
}; | ||
_limitOrderTicket.Update(updateLimitOrderSettings); | ||
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// Update trailing stop order | ||
var updateTrailingStopOrderSettings = new UpdateOrderFields | ||
{ | ||
// Attempt to increase the order quantity significantly | ||
Quantity = -qty * 100, | ||
StopPrice = Securities["EURUSD"].Price - 0.003m, | ||
TrailingAmount = 0.01m, | ||
}; | ||
_trailingStopOrderTicket.Update(updateTrailingStopOrderSettings); | ||
_updatesReady = true; | ||
} | ||
} | ||
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public override void OnOrderEvent(OrderEvent orderEvent) | ||
{ | ||
if (_updatesReady && _updatesInProgress) | ||
{ | ||
if (orderEvent.Status != OrderStatus.Submitted) | ||
{ | ||
throw new RegressionTestException($"Unexpected order event status {orderEvent.Status} received. Expected Submitted."); | ||
} | ||
// All updates have been enqueued and should be rejected one by one | ||
if (orderEvent.OrderId == _stopOrderTicket.OrderId && !orderEvent.Message.Contains("Brokerage failed to update order")) | ||
{ | ||
throw new RegressionTestException($"The stop order update should have been rejected due to insufficient margin"); | ||
} | ||
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if (orderEvent.Id == _limitOrderTicket.OrderId && !orderEvent.Message.Contains("Brokerage failed to update order")) | ||
{ | ||
throw new RegressionTestException($"The limit order update should have been rejected due to insufficient margin"); | ||
} | ||
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if (orderEvent.Id == _trailingStopOrderTicket.OrderId && !orderEvent.Message.Contains("Brokerage failed to update order")) | ||
{ | ||
throw new RegressionTestException($"The trailing stop order update should have been rejected due to insufficient margin"); | ||
} | ||
_updateEventsCount++; | ||
} | ||
if (_updateEventsCount >= 3) | ||
{ | ||
_updatesInProgress = false; | ||
} | ||
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} | ||
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public override void OnEndOfAlgorithm() | ||
{ | ||
// Updates were rejected, so all orders should be in Filled status | ||
var orders = Transactions.GetOrders().ToList(); | ||
foreach (var order in orders) | ||
{ | ||
if (order.Status != OrderStatus.Filled) | ||
{ | ||
throw new RegressionTestException($"Order {order.Id} with symbol {order.Symbol} should have been filled, but its current status is {order.Status}."); | ||
} | ||
} | ||
if (!_updatesReady) | ||
{ | ||
throw new RegressionTestException("Update Orders should be ready!"); | ||
} | ||
} | ||
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/// <summary> | ||
/// Final status of the algorithm | ||
/// </summary> | ||
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed; | ||
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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 virtual List<Language> Languages { get; } = new() { Language.CSharp }; | ||
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/// <summary> | ||
/// Data Points count of all timeslices of algorithm | ||
/// </summary> | ||
public long DataPoints => 2893; | ||
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/// <summary> | ||
/// Data Points count of the algorithm history | ||
/// </summary> | ||
public int AlgorithmHistoryDataPoints => 60; | ||
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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 Orders", "4"}, | ||
{"Average Win", "0%"}, | ||
{"Average Loss", "0%"}, | ||
{"Compounding Annual Return", "0%"}, | ||
{"Drawdown", "0%"}, | ||
{"Expectancy", "0"}, | ||
{"Start Equity", "100000.00"}, | ||
{"End Equity", "90809.64"}, | ||
{"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", "$99000.00"}, | ||
{"Lowest Capacity Asset", "EURUSD 8G"}, | ||
{"Portfolio Turnover", "6777.62%"}, | ||
{"OrderListHash", "505feaf1ae70ead2d7ab78ea257d7342"} | ||
}; | ||
} | ||
} |
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