{"id":13738042,"url":"https://github.com/iterative/gto","last_synced_at":"2025-06-18T02:39:31.185Z","repository":{"id":36964972,"uuid":"429718520","full_name":"iterative/gto","owner":"iterative","description":"🏷️ Git Tag Ops. 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Turn your Git repository into an Artifact Registry:\n\n- Registry: Track new artifacts and their versions for releases and significant\n  changes.\n- Lifecycle Management: Create actionable stages for versions marking status of\n  artifact or it's readiness to be consumed by a specific environment.\n- GitOps: Signal CI/CD automation or other downstream systems to act upon these\n  new versions and lifecycle updates.\n\nGTO works by creating annotated Git tags in a standard format.\n\n💡 Together with [DVC](https://dvc.org), GTO serves as a backbone for Git-based\n[Iterative Studio Model Registry](https://dvc.org/doc/studio/user-guide/model-registry/what-is-a-model-registry).\n\n## Installation\n\nGTO requires Python 3. It works on any OS.\n\n```console\n$ pip install gto\n```\n\nThis will install the `gto`\n[command-line interface](https://dvc.org/doc/gto/command-reference) (CLI) and\nmake the Python API available for use in code.\n\n## Getting started\n\nTo Get Started, please head to [GTO docs](https://dvc.org/doc/gto/get-started).\n\n## Contributing\n\nContributions are welcome! Please see our\n[Contributing Guide](https://dvc.org/doc/contributing/core) for more details.\n\nCheck out the\n[DVC weekly board](https://github.com/orgs/iterative/projects/189)\nto learn about what we do, and about the exciting new functionality that is\ngoing to be added soon.\n\nThanks to all our contributors!\n\n\u003cdetails\u003e\n\nHow to setup GTO development environment\n\n1. Clone this repository\n\n```console\n$ git clone git@github.com:iterative/gto.git\n$ cd gto\n```\n\n2. Create virtual environment named `venv`\n\n```console\n$ python3 -m venv .venv\n$ source .venv/bin/activate\n```\n\nInstall python libraries\n\n```console\n$ pip install --upgrade pip \".[tests]\"\n```\n\n3. Run\n\n```console\n$ pytest --basetemp=pytest-basetemp\n```\n\nThis will create `pytest-basetemp/` directory with some fixtures that can serve\nas examples.\n\nNotably, check out this dir:\n\n```console\n$ cd pytest-basetemp/test_api0/\n$ gto show -v\n```\n\nThe code that generates this folder could be found\n[in this fixture](https://github.com/iterative/gto/blob/main/tests/conftest.py).\n\nTo continue experimenting, call `gto --help`\n\n\u003c/details\u003e\n\n## Copyright\n\nThis project is distributed under the Apache license version 2.0 (see the\nLICENSE file in the project root).\n\nBy submitting a pull request to this project, you agree to license your\ncontribution under the Apache license version 2.0 to this project.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiterative%2Fgto","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiterative%2Fgto","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiterative%2Fgto/lists"}