/*
* 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.Data;
using QuantConnect.Securities;
using System;
using System.Collections.Generic;
using QuantConnect.Interfaces;
using QuantConnect.Securities.Volatility;
namespace QuantConnect.Python
{
///
/// Provides a volatility model that wraps a object that represents a model that computes the volatility of a security
///
public class VolatilityModelPythonWrapper : BaseVolatilityModel
{
private readonly dynamic _model;
///
/// Constructor for initialising the class with wrapped object
///
/// Represents a model that computes the volatility of a security
public VolatilityModelPythonWrapper(PyObject model)
{
using (Py.GIL())
{
foreach (var attributeName in new[] { "Volatility", "Update", "GetHistoryRequirements" })
{
if (!model.HasAttr(attributeName))
{
throw new NotImplementedException($"IVolatilityModel.{attributeName} must be implemented. Please implement this missing method on {model.GetPythonType()}");
}
}
}
_model = model;
}
///
/// Gets the volatility of the security as a percentage
///
public override decimal Volatility
{
get
{
using (Py.GIL())
{
return (_model.Volatility as PyObject).GetAndDispose();
}
}
}
///
/// Updates this model using the new price information in
/// the specified security instance
///
/// The security to calculate volatility for
/// The new data used to update the model
public override void Update(Security security, BaseData data)
{
using (Py.GIL())
{
_model.Update(security, data);
}
}
///
/// Returns history requirements for the volatility model expressed in the form of history request
///
/// The security of the request
/// The date/time of the request
/// History request object list, or empty if no requirements
public override IEnumerable GetHistoryRequirements(Security security, DateTime utcTime)
{
using (Py.GIL())
{
return (_model.GetHistoryRequirements(security, utcTime) as PyObject).GetAndDispose>();
}
}
///
/// Sets the instance to use.
///
/// Provides access to registered
public override void SetSubscriptionDataConfigProvider(
ISubscriptionDataConfigProvider subscriptionDataConfigProvider)
{
using (Py.GIL())
{
if (_model.HasAttr("SetSubscriptionDataConfigProvider"))
{
_model.SetSubscriptionDataConfigProvider(subscriptionDataConfigProvider);
}
}
}
}
}