Files
quantconnect--lean/Common/Data/IBaseData.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

128 lines
4.9 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.IO;
namespace QuantConnect.Data
{
/// <summary>
/// Base Data Class: Type, Timestamp, Key -- Base Features.
/// </summary>
public interface IBaseData : ISymbolProvider
{
/// <summary>
/// Market Data Type of this data - does it come in individual price packets or is it grouped into OHLC.
/// </summary>
MarketDataType DataType
{
get;
set;
}
/// <summary>
/// Time keeper of data -- all data is timeseries based.
/// </summary>
DateTime Time
{
get;
set;
}
/// <summary>
/// End time of data
/// </summary>
DateTime EndTime
{
get;
set;
}
/// <summary>
/// All timeseries data is a time-value pair:
/// </summary>
decimal Value
{
get;
set;
}
/// <summary>
/// Alias of Value.
/// </summary>
decimal Price
{
get;
}
/// <summary>
/// Reader Method :: using set of arguements we specify read out type. Enumerate
/// until the end of the data stream or file. E.g. Read CSV file line by line and convert
/// into data types.
/// </summary>
/// <returns>BaseData type set by Subscription Method.</returns>
[Obsolete("Reader(SubscriptionDataConfig, string, DateTime, DataFeedEndpoint) method has been made obsolete, use Reader(SubscriptionDataConfig, string, DateTime, bool) instead.")]
BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, DataFeedEndpoint dataFeed);
/// <summary>
/// Reader converts each line of the data source into BaseData objects. Each data type creates its own factory method, and returns a new instance of the object
/// each time it is called. The returned object is assumed to be time stamped in the config.ExchangeTimeZone.
/// </summary>
/// <param name="config">Subscription data config setup object</param>
/// <param name="line">Line of the source document</param>
/// <param name="date">Date of the requested data</param>
/// <param name="isLiveMode">true if we're in live mode, false for backtesting mode</param>
/// <returns>Instance of the T:BaseData object generated by this line of the CSV</returns>
BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode);
/// <summary>
/// Reader converts each line of the data source into BaseData objects. Each data type creates its own factory method, and returns a new instance of the object
/// each time it is called. The returned object is assumed to be time stamped in the config.ExchangeTimeZone.
/// </summary>
/// <param name="config">Subscription data config setup object</param>
/// <param name="stream">The data stream</param>
/// <param name="date">Date of the requested data</param>
/// <param name="isLiveMode">true if we're in live mode, false for backtesting mode</param>
/// <returns>Instance of the T:BaseData object generated by this line of the CSV</returns>
BaseData Reader(SubscriptionDataConfig config, StreamReader stream, DateTime date, bool isLiveMode);
/// <summary>
/// Return the URL string source of the file. This will be converted to a stream
/// </summary>
/// <param name="datafeed">Type of datafeed we're reqesting - backtest or live</param>
/// <param name="config">Configuration object</param>
/// <param name="date">Date of this source file</param>
/// <returns>String URL of source file.</returns>
string GetSource(SubscriptionDataConfig config, DateTime date, DataFeedEndpoint datafeed);
/// <summary>
/// Indicates if there is support for mapping
/// </summary>
/// <returns>True indicates mapping should be used</returns>
bool RequiresMapping();
/// <summary>
/// Return a new instance clone of this object
/// </summary>
/// <returns></returns>
BaseData Clone();
} // End Base Data Class
} // End QC Namespace