Git2Vec

Git2Vec is a Python package for handling Git data. It provides functionality to load and process Git repositories, and supports concurrent file loading for improved performance. The package can be found on PyPI.

Installation

To install Git2Vec, run the following command:

pip install git2vec

Setup

Before using Git2Vec, make sure to have the following dependencies installed:

• langchain
• pinecone-client
• tiktoken
• gitpython
• python-dotenv
• pandas

You can install them using the following command:

pip install -r requirements.txt

Usage

Loading Git Repositories

The main functionality of Git2Vec is provided by the loader.py module. Here's an example of how to use the pull_code_from_repo function to load a Git repository:

from git2vec.loader import pull_code_from_repo

repo_url = "https://github.com/username/repo.git"
branch = "main"

repo_data = pull_code_from_repo(repo_url, branch)

Getting Top Repositories

You can use the get_top_repos function to fetch the top repositories based on certain criteria:

from git2vec.loader import get_top_repos

n_repos = 10
last_n_days = 30
language = "Python"
sort = "stars"
order = "desc"

top_repos = get_top_repos(n_repos, last_n_days, language, sort, order)

Pipeline Fetch and Load

The pipeline_fetch_and_load function can be used to fetch and load repositories in a single step:

from git2vec.loader import pipeline_fetch_and_load

n_repos = 10
last_n_days = 30
language = "Python"
sort = "stars"
order = "desc"

github_data = pipeline_fetch_and_load(n_repos, last_n_days, language, sort, order)

Contributing

If you'd like to contribute to Git2Vec, feel free to fork the repository and submit a pull request. If you have any questions or issues, please open an issue on the GitHub repository.

License

Git2Vec is released under the MIT License.