/*
* 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 Python.Runtime;
using QuantConnect.Orders;
using QuantConnect.Securities;
using System;
using System.Collections.Generic;
namespace QuantConnect.Python
{
///
/// Provides a margin call model that wraps a object that represents the model responsible for picking which orders should be executed during a margin call
///
public class MarginCallModelPythonWrapper : IMarginCallModel
{
private readonly dynamic _model;
///
/// Constructor for initialising the class with wrapped object
///
/// Represents the model responsible for picking which orders should be executed during a margin call
public MarginCallModelPythonWrapper(PyObject model)
{
using (Py.GIL())
{
foreach (var attributeName in new[] { "ExecuteMarginCall", "GenerateMarginCallOrder", "GetMarginCallOrders" })
{
if (!model.HasAttr(attributeName))
{
throw new NotImplementedException($"IMarginCallModel.{attributeName} must be implemented. Please implement this missing method on {model.GetPythonType()}");
}
}
}
_model = model;
}
///
/// Executes synchronous orders to bring the account within margin requirements.
///
/// These are the margin call orders that were generated
/// by individual security margin models.
/// The list of orders that were actually executed
public List ExecuteMarginCall(IEnumerable generatedMarginCallOrders)
{
using (Py.GIL())
{
var marginCalls = _model.ExecuteMarginCall(generatedMarginCallOrders) as PyObject;
// Since ExecuteMarginCall may return a python list
// Need to convert to C# list
var tickets = new List();
var iterator = marginCalls.GetIterator();
foreach (PyObject pyObject in iterator)
{
OrderTicket ticket;
if (pyObject.TryConvert(out ticket))
{
tickets.Add(ticket);
}
pyObject.Dispose();
}
iterator.Dispose();
marginCalls.Dispose();
return tickets;
}
}
///
/// Generates a new order for the specified security taking into account the total margin
/// used by the account. Returns null when no margin call is to be issued.
///
/// The security to generate a margin call order for
/// The net liquidation value for the entire account
/// The totl margin used by the account in units of base currency
/// The percentage of the holding's absolute cost that must be held in free cash in order to avoid a margin call
/// An order object representing a liquidation order to be executed to bring the account within margin requirements
public SubmitOrderRequest GenerateMarginCallOrder(Security security, decimal netLiquidationValue, decimal totalMargin, decimal maintenanceMarginRequirement)
{
using (Py.GIL())
{
return (_model.GenerateMarginCallOrder(security, netLiquidationValue, totalMargin, maintenanceMarginRequirement)
as PyObject).GetAndDispose();
}
}
///
/// Scan the portfolio and the updated data for a potential margin call situation which may get the holdings below zero!
/// If there is a margin call, liquidate the portfolio immediately before the portfolio gets sub zero.
///
/// Set to true if a warning should be issued to the algorithm
/// True for a margin call on the holdings.
public List GetMarginCallOrders(out bool issueMarginCallWarning)
{
using (Py.GIL())
{
var value = _model.GetMarginCallOrders(out issueMarginCallWarning);
// Since pythonnet does not support out parameters, the methods return
// a tuple where the out parameter comes after the other returned values
if (!PyTuple.IsTupleType(value))
{
throw new ArgumentException($"{_model.__class__.__name__}.GetMarginCallOrders: Must return a tuple, where the first item is a list and the second a boolean");
}
// In this case, the first item holds the list of margin calls
// and the second the out parameter 'issueMarginCallWarning'
var marginCallOrders = value[0] as PyObject;
issueMarginCallWarning = (value[1] as PyObject).GetAndDispose();
// Since GetMarginCallOrders may return a python list
// Need to convert to C# list
var requests = new List();
foreach (PyObject pyObject in marginCallOrders)
{
SubmitOrderRequest request;
if (pyObject.TryConvert(out request))
{
requests.Add(request);
}
}
issueMarginCallWarning |= requests.Count > 0;
marginCallOrders.Dispose();
(value as PyObject).Dispose();
return requests;
}
}
}
}