/*
* 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 Python.Runtime;
using QuantConnect.Data.Fundamental;
using QuantConnect.Data.UniverseSelection;
namespace QuantConnect.Algorithm.Framework.Selection
{
///
/// Portfolio selection model that uses coarse/fine selectors. For US equities only.
///
public class FineFundamentalUniverseSelectionModel : FundamentalUniverseSelectionModel
{
private readonly Func, IEnumerable> _coarseSelector;
private readonly Func, IEnumerable> _fineSelector;
///
/// Initializes a new instance of the class
///
/// Selects symbols from the provided coarse data set
/// Selects symbols from the provided fine data set (this set has already been filtered according to the coarse selection)
/// Universe settings define attributes of created subscriptions, such as their resolution and the minimum time in universe before they can be removed
public FineFundamentalUniverseSelectionModel(
Func, IEnumerable> coarseSelector,
Func, IEnumerable> fineSelector,
UniverseSettings universeSettings = null)
: base(true, universeSettings)
{
_coarseSelector = coarseSelector;
_fineSelector = fineSelector;
}
///
/// Initializes a new instance of the class
///
/// Selects symbols from the provided coarse data set
/// Selects symbols from the provided fine data set (this set has already been filtered according to the coarse selection)
/// Universe settings define attributes of created subscriptions, such as their resolution and the minimum time in universe before they can be removed
public FineFundamentalUniverseSelectionModel(
PyObject coarseSelector,
PyObject fineSelector,
UniverseSettings universeSettings = null
)
: base(true, universeSettings)
{
Func, object> fineFunc;
Func, object> coarseFunc;
if (fineSelector.TryConvertToDelegate(out fineFunc) &&
coarseSelector.TryConvertToDelegate(out coarseFunc))
{
_fineSelector = fineFunc.ConvertToUniverseSelectionSymbolDelegate();
_coarseSelector = coarseFunc.ConvertToUniverseSelectionSymbolDelegate();
}
}
///
public override IEnumerable SelectCoarse(QCAlgorithm algorithm, IEnumerable coarse)
{
return _coarseSelector(coarse);
}
///
public override IEnumerable SelectFine(QCAlgorithm algorithm, IEnumerable fine)
{
return _fineSelector(fine);
}
}
}