oxenai 0.46.4

Data version control for machine learning

🐂 🐍 Oxen Python Interface

The Oxen python interface makes it easy to integrate Oxen datasets directly into machine learning dataloaders or other data pipelines.

Repositories

There are two types of repositories one can interact with, a Repo and a RemoteRepo.

Local Repo

To fully clone all the data to your local machine, you can use the Repo class.

import oxen

repo = oxen.Repo("path/to/repository")
repo.clone("https://hub.oxen.ai/ox/CatDogBBox")

If there is a specific version of your data you want to access, you can specify the branch when cloning.

repo.clone("https://hub.oxen.ai/ox/CatDogBBox", branch="my-pets")

Once you have a repository locally, you can perform the same operations you might via the command line, through the python api.

For example, you can checkout a branch, add a file, commit, and push the data to the same remote you cloned it from.

import oxen

repo = oxen.Repo("path/to/repository")
repo.clone("https://hub.oxen.ai/ox/CatDogBBox")
repo.checkout()

Remote Repo

If you don't want to download the data locally, you can use the RemoteRepo class to interact with a remote repository on OxenHub.

import oxen

repo = oxen.RemoteRepo("https://hub.oxen.ai/ox/CatDogBBox")

To stage and commit files to a specific version of the data, you can checkout an existing branch or create a new one.

repo.create_branch("dev")
repo.checkout("dev")

You can then stage files to the remote repository by specifying the file path and destination directory.

repo.add("new-cat.png", "images") # Stage to images/new-cat.png on remote
repo.commit("Adding another training image")

Note that no "push" command is required here, since the above code creates a commit directly on the remote branch.

Build 🔨

Pre-Requistes

If you're developing the Python interface, you'll need to:

1. Install the Rust toolchain
2. Install uv
3. Install the pre-commit hooks to ensure your code is consistent

Development Cycle

To get and build dependencies, as well as the oxen-python code, run:

uv sync --verbose

To build the PyO3 oxen wrappers only, use maturin and --no-sync:

uv run --no-sync maturin develop

Test

Run pytest:

uv run --verbose pytest -s tests/

If you have already installed all dependencies, and you're not making any changes to liboxen, then you may use --no-sync:

uv run --no-sync pytest -s tests/

Format and lint code with:

uvx ruff check .
uvx ruff format .