Jhonathan Abreu
e29bb2c5e0
* 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>
Lean Home | Documentation | Download Zip | Docker Hub | Nuget
LEAN is an event-driven, professional-caliber algorithmic trading platform built with a passion for elegant engineering and deep quant concept modeling. Out-of-the-box alternative data and live-trading support.
QuantConnect Lean CLI is a command-line interface tool for interacting with the Lean algorithmic trading engine, which is an open-source platform for backtesting and live trading algorithms in multiple financial markets. It allows developers to manage projects, run backtests, deploy live algorithms, and perform various other tasks related to algorithmic trading directly from the terminal. The CLI simplifies the workflow by automating tasks, enabling seamless integration with cloud services, and facilitating collaboration with the QuantConnect community. It's designed for quant developers who need a powerful and flexible tool to streamline their trading strategies. Please watch the instructions videos to learn more.
Installation
pip install lean
Commands
Create a new project containing starter code
lean project-create
Run a local Jupyter Lab environment using Docker
lean research
Backtest a project locally using Docker
lean backtest
Optimize a project locally using Docker
lean optimize
Start live trading a project locally using Docker
lean live
Download the LEAN CLI Cheat Sheet for the full list of commands.
This section will cover how to install lean locally for you to use in your environment. Refer to the following readme files for a detailed guide regarding using your local IDE with Lean:
To install locally, download the zip file with the latest master and unzip it to your favorite location. Alternatively, install Git and clone the repo:
git clone https://github.com/QuantConnect/Lean.git
cd Lean
macOS
NOTE: Visual Studio for Mac has been discontinued, use Visual Studio Code instead
- Install Visual Studio Code for Mac
- Install the C# Dev Kit extension
- Install dotnet 6 SDK:
- To build the solution, either:
- choose Run Task > build from the Panel task dropdown, or
- from the command line run
dotnet build
- To run the solution, either:
- choose Run and Debug from the Activity Bar, then click Launch, or
- click F5, or
- from the command line run
cd Launcher/bin/Debug dotnet QuantConnect.Lean.Launcher.dll
Linux (Debian, Ubuntu)
- Install dotnet 6:
- Compile Lean Solution:
dotnet build QuantConnect.Lean.sln
- Run Lean:
cd Launcher/bin/Debug
dotnet QuantConnect.Lean.Launcher.dll
Windows
- Install Visual Studio
- Open
QuantConnect.Lean.slnin Visual Studio - Build the solution by clicking Build Menu -> Build Solution (this should trigger the NuGet package restore)
- Press
F5to run
Python Support
A full explanation of the Python installation process can be found in the Algorithm.Python project.
Local-Cloud Hybrid Development.
Seamlessly develop locally in your favorite development environment, with full autocomplete and debugging support to quickly and easily identify problems with your strategy. Please see the CLI Home for more information.
Issues and Feature Requests
Please submit bugs and feature requests as an issue to the Lean Repository. Before submitting an issue, please read the instructions to ensure it is not duplicated.
Mailing List
The mailing list for the project can be found on LEAN Forum. Please use this to ask for assistance with your installation and setup questions.
Contributors and Pull Requests
Contributions are warmly welcomed, but we ask you to read the existing code to see how it is formatted and commented on and ensure contributions match the existing style. All code submissions must include accompanying tests. Please see the contributor guidelines. All accepted pull requests will get a $50 cloud credit on QuantConnect. Once your pull request has been merged, write to us at support@quantconnect.com with a link to your PR to claim your free live trading. QC <3 Open Source.
A huge thank you to all our contributors!
Acknowledgements
The open sourcing of QuantConnect would not have been possible without the support of the Pioneers. The Pioneers formed the core 100 early adopters of QuantConnect who subscribed and allowed us to launch the project into open source.
Ryan H, Pravin B, Jimmie B, Nick C, Sam C, Mattias S, Michael H, Mark M, Madhan, Paul R, Nik M, Scott Y, BinaryExecutor.com, Tadas T, Matt B, Binumon P, Zyron, Mike O, TC, Luigi, Lester Z, Andreas H, Eugene K, Hugo P, Robert N, Christofer O, Ramesh L, Nicholas S, Jonathan E, Marc R, Raghav N, Marcus, Hakan D, Sergey M, Peter McE, Jim M, INTJCapital.com, Richard E, Dominik, John L, H. Orlandella, Stephen L, Risto K, E.Subasi, Peter W, Hui Z, Ross F, Archibald112, MooMooForex.com, Jae S, Eric S, Marco D, Jerome B, James B. Crocker, David Lypka, Edward T, Charlie Guse, Thomas D, Jordan I, Mark S, Bengt K, Marc D, Al C, Jan W, Ero C, Eranmn, Mitchell S, Helmuth V, Michael M, Jeremy P, PVS78, Ross D, Sergey K, John Grover, Fahiz Y, George L.Z., Craig E, Sean S, Brad G, Dennis H, Camila C, Egor U, David T, Cameron W, Napoleon Hernandez, Keeshen A, Daniel E, Daniel H, M.Patterson, Asen K, Virgil J, Balazs Trader, Stan L, Con L, Will D, Scott K, Barry K, Pawel D, S Ray, Richard C, Peter L, Thomas L., Wang H, Oliver Lee, Christian L..