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Jhonathan Abreu e29bb2c5e0
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File-based options universe (#8212)
* Initial options universe with greeks implementation

* Options universe improvements

* Address peer review

* File based options universe fixes and improvements.

- Adjust OptionUniverse start-end times and period.
- Adapt unit tests and some algorithms to pass with new options universe selection.

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Option chain provider with new options universe

* Allow canonical option history requests

* Address peer review

* Address peer review

* Fix symbols parsing in OptionUniverse

* Fix universe selection subscriptions start time to not include extended market hours

* Minor changes

* Minor changes

* Peer recommended changes and fixes

* Update regression algorithm stats

* Update regression algorithms stats and minor fixes

* Fix option chain provider history request

* Round option indicators values

* Added option universe csv header property

* Update regression algorithms stats

* Update regression algorithms stats

* Data fixes and regression algos stats update

* Unit test fixes

* Minor changes

* Option chain handling in live trading data feed

* Minor changes

* Added processed data provider

* Fix thread-safety violation in Slice class

* Minor change

* Update options filter universe API to use OptionUniverse data

Add new filter methods for greeks, IV and open interest

* Option filter universe api updates

* Add OptionUniverse history regression algorithms

* Add regression algorithms for new options filter universe api methods

* Added options greeks data and updated regression algorithms

* Address peer review

* Address peer review

* Add more assertions to new options filter api regression algorithms

* Minor performance improvement.

Reduce greeks binomial model steps to 140

* Minor tests updates

* Greeks numerical models performance improvements

* Greeks numerical models performance improvements

* Revert array pool change for option pricing numerical models

* Update default dividend yield provider depending on option type

* [TEST]

* Add helper method con calculate time till expiration

* Use double in price option numerical models

* Implied volatility calculation improvements

- Adjust root finding method accuracy as a factor of the option price
- Use BSM to get a first guess

* Cleanup

* Some regression algorithms and unit tests cleanup

* Regression tests updates after rebasing from master

* Add universe files

* Self review and cleanup

* Minor regression tests updates after rebase

* Fix: set data time zone to same as exchange tz for options universes

* Minor change

* Minor change

* Fix for live trading options universe selection

* Keep underlying when aggregating collections in BaseDataCollectionAggregatorEnumerator

* Update index options regression algorithms stats

* Minor change

* Address peer review

* Memory usage improvements

* Minor build fix

* Minor changes and test fixes

* Cache symbols in OptionUniverse

* Cleanup

* Fix index option creation in OptionUniverse

* Use cached underlying SID when parsing from string

* Abstract symbols cache to BaseDataCollection

* Return actual underlying symbol when mapping decomposing ICO ticker

* Address peer review

* Minor performance improvements reduce garbage

* Limit Symbols and SIDs cache size to help with memory usage

* Minor fix in symbols and sid cache cleanup

* Build fix

* Lazily parse greeks on individual access

* Cleanup and tests

* Address peer review

* Minor greeks fix

---------

Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
2024-09-09 12:39:31 -03:00

81 lines
2.7 KiB
C#

/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*/
using System.IO;
using QuantConnect.Logging;
using QuantConnect.Interfaces;
using QuantConnect.Configuration;
using System;
namespace QuantConnect.Lean.Engine.DataFeeds
{
/// <summary>
/// A data provider that will check the processed data folder first
/// </summary>
public class ProcessedDataProvider : IDataProvider, IDisposable
{
private readonly DefaultDataProvider _defaultDataProvider;
private readonly string _processedDataDirectory;
/// <summary>
/// Ignored
/// </summary>
public event EventHandler<DataProviderNewDataRequestEventArgs> NewDataRequest;
/// <summary>
/// Creates a new instance
/// </summary>
public ProcessedDataProvider()
{
_defaultDataProvider = new();
_processedDataDirectory = Config.Get("processed-data-directory") ?? string.Empty;
Log.Trace($"ProcessedDataProvider(): processed data directory to use {_processedDataDirectory}, exists: {Directory.Exists(_processedDataDirectory)}");
}
/// <summary>
/// Retrieves data from disc to be used in an algorithm
/// </summary>
/// <param name="key">A string representing where the data is stored</param>
/// <returns>A <see cref="Stream"/> of the data requested</returns>
public Stream Fetch(string key)
{
Stream result = null;
// we will try the processed data folder first
if (_processedDataDirectory.Length != 0 && key.StartsWith(Globals.DataFolder, StringComparison.OrdinalIgnoreCase))
{
result = _defaultDataProvider.Fetch(Path.Combine(_processedDataDirectory, key.Remove(0, Globals.DataFolder.Length).TrimStart('/', '\\')));
if (result != null)
{
Log.Trace($"ProcessedDataProvider.Fetch({key}): fetched from processed data directory");
}
}
// fall back to existing data folder path
return result ?? _defaultDataProvider.Fetch(key);
}
/// <summary>
/// Disposes of resources
/// </summary>
public void Dispose()
{
Dispose(true);
GC.SuppressFinalize(this);
}
/// <summary>
/// Disposes of the internal data provider
/// </summary>
protected virtual void Dispose(bool disposing)
{
if (disposing)
{
_defaultDataProvider.Dispose();
}
}
}
}