Project: dvc-studio-client

Small library to post data from DVC/DVCLive to Iterative Studio

Project Details

Latest version
0.18.0
Home Page
https://github.com/iterative/dvc-studio-client
PyPI Page
https://pypi.org/project/dvc-studio-client/

Project Popularity

PageRank
0.004405308196333135
Number of downloads
486724

DVC Studio Client

Client to interact with DVC Studio_.

|PyPI| |Status| |Python Version| |License|

|Tests| |Codecov| |pre-commit| |Black|

.. |PyPI| image:: https://img.shields.io/pypi/v/dvc-studio-client.svg :target: https://pypi.org/project/dvc-studio-client/ :alt: PyPI .. |Status| image:: https://img.shields.io/pypi/status/dvc-studio-client.svg :target: https://pypi.org/project/dvc-studio-client/ :alt: Status .. |Python Version| image:: https://img.shields.io/pypi/pyversions/dvc-studio-client :target: https://pypi.org/project/dvc-studio-client :alt: Python Version .. |License| image:: https://img.shields.io/pypi/l/dvc-studio-client :target: https://opensource.org/licenses/Apache-2.0 :alt: License .. |Tests| image:: https://github.com/iterative/dvc-studio-client/workflows/Tests/badge.svg :target: https://github.com/iterative/dvc-studio-client/actions?workflow=Tests :alt: Tests .. |Codecov| image:: https://codecov.io/gh/iterative/dvc-studio-client/branch/main/graph/badge.svg :target: https://app.codecov.io/gh/iterative/dvc-studio-client :alt: Codecov .. |pre-commit| image:: https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white :target: https://github.com/pre-commit/pre-commit :alt: pre-commit .. |Black| image:: https://img.shields.io/badge/code%20style-black-000000.svg :target: https://github.com/psf/black :alt: Black

Features

  • Model Registry

    • get_download_uris_: Return download URIs for the specified model.
  • Live Experiments

    • post_live_metrics_: Post updates to api/live.
  • Studio authentication

    • get_access_token_: Initiates the authentication process for a client application.

Installation

You can install DVC Studio Client via pip_ from PyPI_:

.. code:: console

$ pip install dvc-studio-client

License

Distributed under the terms of the Apache 2.0 license_, DVC Studio Client is free and open source software.

Issues

If you encounter any problems, please file an issue_ along with a detailed description.

.. _Apache 2.0 license: https://opensource.org/licenses/Apache-2.0 .. _PyPI: https://pypi.org/ .. _file an issue: https://github.com/iterative/DVC Studio Client/issues .. _pip: https://pip.pypa.io/ .. github-only .. _Contributor Guide: CONTRIBUTING.rst .. _DVC Studio: https://dvc.org/doc/studio .. _get_download_uris: https://docs.iterative.ai/dvc-studio-client/reference/dvc_studio_client/model_registry/ .. _post_live_metrics: https://docs.iterative.ai/dvc-studio-client/reference/dvc_studio_client/post_live_metrics/ .. _get_access_token: https://docs.iterative.ai/dvc-studio-client/reference/dvc_studio_client/auth/