Quick Start (Admins)¶
As an Admin, you can manage users, datasets, models, train jobs & inference jobs on Rafiki. This guide only highlights the key methods available to manage users.
To learn about how to manage models, go to Quick Start (Model Developers).
To learn about how to manage train & inference jobs, go to Quick Start (Application Developers).
This guide assumes that you have access to a running instance of Rafiki Admin at <rafiki_host>:<admin_port>
and Rafiki Web Admin at <rafiki_host>:<web_admin_port>.
Installation¶
Install Python 3.6 such that the
pythonandpippoint to the correct installation of Python (see Installing Python)Clone the project at https://github.com/nginyc/rafiki (e.g. with Git)
Within the project’s root folder, install Rafiki’s client-side Python dependencies by running:
pip install -r ./rafiki/requirements.txt
Ensure that PYTHONPATH is set to project’s root folder:
export PYTHONPATH=$PWD
Initializing the client¶
Example:
from rafiki.client import Client client = Client(admin_host='localhost', admin_port=3000) client.login(email='superadmin@rafiki', password='rafiki')
See also
Creating users¶
Examples:
client.create_user( email='admin@rafiki', password='rafiki', user_type='ADMIN' ) client.create_user( email='model_developer@rafiki', password='rafiki', user_type='MODEL_DEVELOPER' ) client.create_user( email='app_developer@rafiki', password='rafiki', user_type='APP_DEVELOPER' )
See also
Listing all users¶
Example:
client.get_users()[{'email': 'superadmin@rafiki', 'id': 'c815fa08-ce06-467d-941b-afc27684d092', 'user_type': 'SUPERADMIN'}, {'email': 'admin@rafiki', 'id': 'cb2c0d61-acd3-4b65-a5a7-d78aa5648283', 'user_type': 'ADMIN'}, {'email': 'model_developer@rafiki', 'id': 'bfe58183-9c69-4fbd-a7b3-3fdc267b3290', 'user_type': 'MODEL_DEVELOPER'}, {'email': 'app_developer@rafiki', 'id': '958a7d65-aa1d-437f-858e-8837bb3ecf32', 'user_type': 'APP_DEVELOPER'}]
See also