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Updating Orders should fail if it causes insufficient margin (#8553)
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* 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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JosueNina authored Jan 31, 2025
1 parent 37d0c42 commit 077b6e4
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Showing 2 changed files with 258 additions and 22 deletions.
198 changes: 198 additions & 0 deletions Algorithm.CSharp/InsufficientMarginOrderUpdateRegressionAlgorithm.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,198 @@
/*
* 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.Collections.Generic;
using System.Linq;
using QuantConnect.Data;
using QuantConnect.Interfaces;
using QuantConnect.Orders;

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;

public override void Initialize()
{
SetStartDate(2018, 4, 3);
SetEndDate(2018, 4, 4);
AddForex("EURUSD", Resolution.Minute);
_updatesInProgress = true;
_updateEventsCount = 0;
}

public override void OnData(Slice data)
{

if (!Portfolio.Invested)
{
var qty = CalculateOrderQuantity("EURUSD", 50m);

MarketOrder("EURUSD", qty);

// 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);

// 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);

// 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);

// 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;
}
}

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");
}

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");
}

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;
}

}

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!");
}
}

/// <summary>
/// Final status of the algorithm
/// </summary>
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;

/// <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;

/// <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 };

/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 2893;

/// <summary>
/// Data Points count of the algorithm history
/// </summary>
public int AlgorithmHistoryDataPoints => 60;

/// <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"}
};
}
}
82 changes: 60 additions & 22 deletions Engine/TransactionHandlers/BrokerageTransactionHandler.cs
Original file line number Diff line number Diff line change
Expand Up @@ -844,29 +844,9 @@ private OrderResponse HandleSubmitOrderRequest(SubmitOrderRequest request)
}

// check to see if we have enough money to place the order
HasSufficientBuyingPowerForOrderResult hasSufficientBuyingPowerResult;
try
if (!HasSufficientBuyingPowerForOrders(order, request, out var validationResult, orders, securities))
{
hasSufficientBuyingPowerResult = _algorithm.Portfolio.HasSufficientBuyingPowerForOrder(orders);
}
catch (Exception err)
{
Log.Error(err);
_algorithm.Error($"Order Error: id: {order.Id.ToStringInvariant()}, Error executing margin models: {err.Message}");
HandleOrderEvent(new OrderEvent(order,
_algorithm.UtcTime,
OrderFee.Zero,
"Error executing margin models"));
return OrderResponse.Error(request, OrderResponseErrorCode.ProcessingError, "Error in GetSufficientCapitalForOrder");
}

if (!hasSufficientBuyingPowerResult.IsSufficient)
{
var errorMessage = securities.GetErrorMessage(hasSufficientBuyingPowerResult);
_algorithm.Error(errorMessage);

InvalidateOrders(orders, errorMessage);
return OrderResponse.Error(request, OrderResponseErrorCode.InsufficientBuyingPower, errorMessage);
return validationResult;
}

// verify that our current brokerage can actually take the order
Expand Down Expand Up @@ -959,6 +939,17 @@ private OrderResponse HandleUpdateOrderRequest(UpdateOrderRequest request)
return response;
}

// If the order is not part of a ComboLegLimit update, validate sufficient buying power
if (order.GroupOrderManager == null)
{
var updatedOrder = order.Clone();
updatedOrder.ApplyUpdateOrderRequest(request);
if (!HasSufficientBuyingPowerForOrders(updatedOrder, request, out var validationResult))
{
return validationResult;
}
}

// modify the values of the order object
order.ApplyUpdateOrderRequest(request);

Expand Down Expand Up @@ -1057,6 +1048,53 @@ private OrderResponse HandleCancelOrderRequest(CancelOrderRequest request)
return OrderResponse.Success(request);
}

/// <summary>
/// Validates if there is sufficient buying power for the given order(s).
/// Returns an error response if validation fails or an exception occurs.
/// Returns null if validation passes.
/// </summary>
private bool HasSufficientBuyingPowerForOrders(Order order, OrderRequest request, out OrderResponse response, List<Order> orders = null, Dictionary<Order, Security> securities = null)
{
response = null;
HasSufficientBuyingPowerForOrderResult hasSufficientBuyingPowerResult;
try
{
hasSufficientBuyingPowerResult = _algorithm.Portfolio.HasSufficientBuyingPowerForOrder(orders ?? [order]);
}
catch (Exception err)
{
Log.Error(err);
_algorithm.Error($"Order Error: id: {order.Id.ToStringInvariant()}, Error executing margin models: {err.Message}");
HandleOrderEvent(new OrderEvent(order, _algorithm.UtcTime, OrderFee.Zero, "Error executing margin models"));

response = OrderResponse.Error(request, OrderResponseErrorCode.ProcessingError, "An error occurred while checking sufficient buying power for the orders.");
return false;
}

if (!hasSufficientBuyingPowerResult.IsSufficient)
{
var errorMessage = securities != null
? securities.GetErrorMessage(hasSufficientBuyingPowerResult)
: $"Brokerage failed to update order with id: {order.Id.ToStringInvariant()}, Symbol: {order.Symbol.Value}, Insufficient buying power to complete order, Reason: {hasSufficientBuyingPowerResult.Reason}.";

_algorithm.Error(errorMessage);

if (request is UpdateOrderRequest)
{
HandleOrderEvent(new OrderEvent(order, _algorithm.UtcTime, OrderFee.Zero, errorMessage));
response = OrderResponse.Error(request, OrderResponseErrorCode.BrokerageFailedToUpdateOrder, errorMessage);
}
else
{
InvalidateOrders(orders, errorMessage);
response = OrderResponse.Error(request, OrderResponseErrorCode.InsufficientBuyingPower, errorMessage);
}
return false;
}

return true;
}

private void HandleOrderEvents(List<OrderEvent> orderEvents)
{
lock (_lockHandleOrderEvent)
Expand Down

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