Files
quantconnect--lean/Research/FutureHistory.cs
T
Jhonathan Abreu 0a9dc2c71c QCAlgorithm's OptionChain() api refactor (#8334)
* Fix pandas converter to handle list of data with different symbols

* Properly convert list of data into dataframe

Take into consideration data for multiple symbols in the same list

* Cleanup

* Index dataframes by symbol object instead of SID string

* Add symbol equality operator to compare against object

* Exclude "ID" from option chain dataframe

* Minor fix

* Add greeks columns directly in option chain dataframe.

Also add pass-through properties for greek values in OptionUniverse

* Some cleanup

* Minor fix

* Add new QCAlgorithm.OptionChains() method

- Use OptionChains as output
- Add DataFrame to OptionChain and OptionChains
- Rename Greeks classes
- Add ISymbolProvider for classes that have a symbol (IBaseData, OptionContract)

* Unify QCAlgorithmOptionChain API

Also refactor OptionContract to handle: (1) Actual market data and option price model data, and (2) OptionUniverse data

* Pass symbol properties to OptionUniverse option chain from algorithm

* Format OptionContract for dataframe

* Minor fix

* Add multiple option chains api regression algorithms and other minor changes

* Address peer review

Add NullGreeks class: keep ModeledGreeks as internal as possible

* Minor fix and add PandasConverter unit tests

* Peer review: Non-thread-safe Lazy for Python

* Handle Greeks unwrapping by PandasData

* PandasData cleanup

* Add data and other minor changes

* Unit test fix

* Update Pythonnet to 2.0.39

* Cleanup

* PandasData handling children class members

Address peer review

* Fix: indexing symbol conversion in pandas mapper

* Fix pandas mapper to convert string keys to symbol only when necessary

* Cleanup

* Cleanup

* Add PandasColumn python class to handle proper indexing

This allows propery hash and equality between Symbols, C# strings and Python strings

* Minor fixes

* Symbol cache improvements

* Minor fix for cache miss

* Revert PandasMapper reserved names and improvements

* Minor fix

* Revert reserved names

* Minor fix for Symbol equality operators

---------

Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
2024-10-04 12:26:15 -04:00

59 lines
2.0 KiB
C#

/*
* 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.Linq;
using Python.Runtime;
using QuantConnect.Data;
using QuantConnect.Python;
using System.Collections.Generic;
namespace QuantConnect.Research
{
/// <summary>
/// Class to manage information from History Request of Futures
/// </summary>
public class FutureHistory : DataHistory<Slice>
{
/// <summary>
/// Create a new instance of <see cref="FutureHistory"/>.
/// </summary>
/// <param name="data"></param>
public FutureHistory(IEnumerable<Slice> data)
: base(data, new Lazy<PyObject>(() => new PandasConverter().GetDataFrame(data), isThreadSafe: false))
{
}
/// <summary>
/// Gets all data from the History Request that are written in a pandas.DataFrame
/// </summary>
[Obsolete("Please use the 'DataFrame' property")]
public PyObject GetAllData() => DataFrame;
/// <summary>
/// Gets all expity dates in the future history
/// </summary>
/// <returns></returns>
public PyObject GetExpiryDates()
{
var expiry = Data.SelectMany(x => x.FuturesChains.SelectMany(y => y.Value.Contracts.Keys.Select(z => z.ID.Date).Distinct()));
using (Py.GIL())
{
return expiry.Distinct().ToList().ToPython();
}
}
}
}