The conda-store from adam-d-lewis

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Data science environments, for collaboration. ✨

License: BSD 3-Clause "New" or "Revised" License

Shell 0.41% JavaScript 2.03% Python 90.04% CSS 0.34% HTML 6.22% Mako 0.08% Dockerfile 0.51% MDX 0.39%

conda-store's Introduction

Data science environments, for collaboration.

Flexible. Reproducible. Governable.

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conda-store provides the familiarity and flexibility of conda environments, without compromising reliability for collaborative settings.

conda-store is built to work for all team members from individual data scientists to administrators, while making sure your team follows best practices throughout the environment life cycle: from initial environment creation to using environments in a production machine.

Key features

Flexibility:
- Users can create and update environments with the Graphical UI or a YAML editor.
- The environments are automatically version-controlled and all versions are readily available.
Reproducibility:
- Users can share environments quickly through the auto-generated artifacts including a lockfile, docker image, YAML file, and tarball.
- conda-store pins exact versions of all packages and their dependencies in all the auto-generated artifacts.
Governance:
- Users have access to admin-approved packages and channels for their work and can request new ones when needed.
- Admins can insert or require certain packages and versions for organization-level compatibility.
- Admins can manage users' access levels using "Namespaces", and allow users to share environments across (and only with) their team.