OpenPerf

OpenPerf is a benchmarking suite tailored for the sustainable management of open-source projects. It assesses key metrics and standards vital for the successful development of open-source ecosystems.

Features

Data Science Benchmarks: Focus on analyzing and predicting behaviors that impact the sustainability of open-source projects, such as bot detection mechanisms.
Standard Benchmarks: Includes a wide range of benchmarks that measure company, developer, and project impacts on open-source community health and growth.
Index Benchmarks: Provides tools for evaluating and ranking different entities based on metrics critical to open-source sustainability, such as activity levels and influence.
Modular CLI: A robust command-line interface that allows for straightforward interaction with all available benchmarks, facilitating ease of use and integration into other tools.
Extensible Framework: Designed to be flexible and expandable, allowing researchers and developers to add new benchmarks and features as the field evolves.

Installation

To get started with OpenPerf, clone the repository to your local machine:

git clone https://github.com/yourgithubusername/openperf.git
cd openperf

Install the required dependencies:

pip install -r requirements.txt

Usage

OpenPerf is equipped with a CLI for easy execution of benchmarks. Here’s how you can run different types of benchmarks:

Running Data Science Benchmarks

To run the bot detection benchmark, which helps understand automated interactions in project management:

openperf data_science bot_detection

Running Standard Benchmarks

Evaluate the impact of companies, developers, and projects on open-source sustainability:

openperf standard company
openperf standard developer
openperf standard project

Running Index Benchmarks

To assess activity and influence indices, crucial for understanding leadership and contributions in open-source projects:

openperf index activity
openperf index influence

Extending OpenPerf

To add a new benchmark, create a new module under the appropriate directory and update the main.py to include this benchmark in the CLI.

License

This project is licensed under the MIT License - see the LICENSE.md file for details.

Acknowledgments

Thanks to all the contributors who have helped to expand and maintain OpenPerf. Special thanks to the community for the continuous feedback that enriches the project's scope and functionality.

PureNatural/open-perf