beaker-py

beaker-py is a lightweight, standalone, pure Python client for Beaker.

Features

🪶 Lightweight

• Minimal dependencies.

• Only pure-Python dependencies.

• Communicates directly with the Beaker server via HTTP requests (Beaker CLI not required).

💪 Robust

• Automatically retries failed HTTP requests with exponential backoff.

• Runtime data validation.

• High test coverage.

📓 Exhaustively-typed and documented

• Thorough data model for all input / output types.

• Every expected HTTP error from the Beaker server is translated into a specific exception type.

Contents

Getting started:

• Installation
  • Installing with pip
  • Installing from source
• Quick start
• Overview
  • Accounts
  • Organizations
  • Workspaces
  • Clusters
  • Nodes
  • Images
  • Experiments
  • Jobs
  • Datasets
  • Secrets
  • Groups
• Examples
  • Hyperparameter sweeps
• FAQ

Team

beaker-py is developed and maintained at the Allen Institute for Artificial Intelligence (AI2). AI2 is a non-profit institute with the mission to contribute to humanity through high-impact AI research and engineering.

To learn more about who specifically contributed to this codebase, see our contributors page.

License

beaker-py is licensed under Apache 2.0. A full copy of the license can be found on GitHub.

Indices and tables

• Index

• Module Index