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quantconnect--lean/Algorithm.CSharp/UniverseSelectionSymbolCacheRemovalRegressionTest.cs
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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

150 lines
5.6 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.Collections.Generic;
using System.Linq;
using QuantConnect.Data;
using QuantConnect.Interfaces;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Regression algorithm reproducing github issue #5191 where the symbol was removed from the cache
/// even if a subscription is still present
/// </summary>
public class UniverseSelectionSymbolCacheRemovalRegressionTest : QCAlgorithm, IRegressionAlgorithmDefinition
{
private bool _optionWasRemoved;
private Symbol _optionContract;
private Symbol _equitySymbol;
/// <summary>
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.
/// </summary>
public override void Initialize()
{
SetStartDate(2014, 06, 05);
SetEndDate(2014, 06, 23);
AddEquity("AAPL", Resolution.Daily);
_equitySymbol = AddEquity("TWX", Resolution.Minute).Symbol;
var contracts = OptionChainProvider.GetOptionContractList(_equitySymbol, UtcTime).ToList();
var callOptionSymbol = contracts
.Where(c => c.ID.OptionRight == OptionRight.Call)
.OrderBy(c => c.ID.Date)
.First();
_optionContract = AddOptionContract(callOptionSymbol).Symbol;
}
/// <summary>
/// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.
/// </summary>
/// <param name="slice">Slice object keyed by symbol containing the stock data</param>
public override void OnData(Slice slice)
{
var symbol = SymbolCache.GetSymbol("TWX");
if (symbol == null)
{
throw new RegressionTestException("Unexpected removal of symbol from cache!");
}
foreach (var dataDelisting in slice.Delistings.Where(pair => pair.Value.Type == DelistingType.Delisted))
{
if (dataDelisting.Key != _optionContract)
{
throw new RegressionTestException("Unexpected delisting event!");
}
_optionWasRemoved = true;
}
if (!Portfolio.Invested)
{
SetHoldings("AAPL", 0.1);
}
}
public override void OnEndOfAlgorithm()
{
if (!_optionWasRemoved)
{
throw new RegressionTestException("Option contract was not removed!");
}
}
/// <summary>
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
/// </summary>
public bool CanRunLocally { get; } = true;
/// <summary>
/// This is used by the regression test system to indicate which languages this algorithm is written in.
/// </summary>
public List<Language> Languages { get; } = new() { Language.CSharp };
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 24288;
/// <summary>
/// Data Points count of the algorithm history
/// </summary>
public int AlgorithmHistoryDataPoints => 1;
/// <summary>
/// Final status of the algorithm
/// </summary>
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
/// </summary>
public Dictionary<string, string> ExpectedStatistics => new Dictionary<string, string>
{
{"Total Orders", "1"},
{"Average Win", "0%"},
{"Average Loss", "0%"},
{"Compounding Annual Return", "-4.228%"},
{"Drawdown", "0.400%"},
{"Expectancy", "0"},
{"Start Equity", "100000"},
{"End Equity", "99779.30"},
{"Net Profit", "-0.221%"},
{"Sharpe Ratio", "-3.185"},
{"Sortino Ratio", "-4.277"},
{"Probabilistic Sharpe Ratio", "17.836%"},
{"Loss Rate", "0%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.047"},
{"Beta", "0.053"},
{"Annual Standard Deviation", "0.012"},
{"Annual Variance", "0"},
{"Information Ratio", "-4.592"},
{"Tracking Error", "0.047"},
{"Treynor Ratio", "-0.714"},
{"Total Fees", "$2.39"},
{"Estimated Strategy Capacity", "$2900000000.00"},
{"Lowest Capacity Asset", "AAPL R735QTJ8XC9X"},
{"Portfolio Turnover", "0.53%"},
{"OrderListHash", "ff4e9e05d7a60c96ccc6e7541d200168"}
};
}
}