Projects Guides#

A project is the unit of ownership and access in Hopsworks: who is in it, what it can reach, and what it shares. These guides cover signing in, creating and running a project, and the settings that hang off it.

Start here

Create a project, mint an API key, and connect from any Python environment.
```
import hopsworks


project = hopsworks.login()
fs = project.get_feature_store()
```
Create a project · Create an API key · Wizard

Get in

Sign in Register and log in, or use OAuth2, LDAP or Kerberos when your cluster is configured for it.
API keys Authenticate from outside the cluster: laptops, CI, agents, each key limited to its scopes.
Manage a project Create projects and add members with roles.
Wizard Scaffold a whole system from a description, in a fresh project.
Search Find feature groups, feature views and models, and follow their lineage.

Configure

Secrets and environment variables Store credentials once and read them from notebooks and jobs.
Git providers Connect GitHub, GitLab or Bitbucket, then clone and push from the project.
Dataset sharing Share datasets across projects.
AWS IAM roles Assume roles from the project to reach AWS resources.
Alerts Get notified on job failures, validation results and data shift.