Overview

A Project is an abstraction that defines one or multiple artifacts created in Polyaxon or other system, it can:

• have multiple versions.
• be published publicly or privately within your organization.
• define team and project level permissions.

Project creation

You can version your artifacts in each project or create a project to manage artifacts from multiple projects using the CLI, API, or the UI.

In acme > Add > New project, turn on Enable versioning and select artifact. For a project dedicated to artifact versions, turn off Enable runtimes and leave the other version types unchecked.

Alternatively you can create a project using the CLI:

polyaxon project create --name OWNER_NAME/MODEL_NAME --description ... --tags tag1,tag2,...

For an existing project, open Settings > Features, keep Enable features on, and select artifact. Turn off Enable runtimes if the project only stores versions, then click Save. The dedicated acme/artifact-store project uses this configuration.

Project overview

You can view a project that manages the artifacts' versions using the project CLI or UI.

CLI

polyaxon project get -p OWNER_NAME/MODEL_NAME

UI

This example uses acme/artifact-store, which stores versioned datasets with runtimes disabled.

Artifacts versions

CLI

polyaxon artifacts ls -p OWNER_NAME/MODEL_NAME --query ... --sort ...

UI

Project admin

CLI

Updating

polyaxon project update -p ...

Deleting

polyaxon project delete -p ...

UI

You can manage a project using the UI, you can also manage who can contribute and have access to the artifacts versions, as well as from which projects users are allowed to promote runs