runapy 0.2.0

Python client for Run:ai REST API

runapy

This project provides a Python client to interact with the Run:ai REST API.

The client offers:

• A single classs interface to perform all API actions
• Body scheme validation on compilation (with Pydantic)
• Static type checks
• Retry mechanism for resiliency on intermittent network errors
• Debug messages flag

Requirements:

• Run:ai control-plane version of 2.18 and above
• Python version of 3.11 or above
• Run:ai Client Application

Note on token and permissions

When creating an application, it is important to select the relevant role and scope for the required API actions.
Some API calls may fail with 403 if the application token has no sufficient permissions.

Installation

runapy is avaialble in PyPi and can be downloaded directly as a python package

pip3 install runapy

Client

RunaiClient is the only class required to interact with the Run:ai REST API

from runai.client import RunaiClient

client = RunaiClient(
            realm="myorgrealm",
            client_id="API"
            client_secret="clientsecret",
            runai_base_url="https://myorg.run.ai",
            cluster_id="513423qx-127t-4yk6-979g-5po843g37e2b",
            retries=3,
            debug=False
    )

Parameter	Type	Description
realm	string	Required: Can be obtained from the UI login screen at your Run:ai domain app.run.ai -> app.run.ai/auth/realms/
client_id	string	Required: The Run:ai application name
client_secret	string	Required: The Run:ai application password
runai_base_url	string	Required: The URL used to access Run:ai UI
retries	int	Required: Number of retries to attempt on each failed API call for 5xx errors
debug	bool	Optional: Debug mode output

Note on Controllers

The RuaniClient exposes object controllers for all API endpoints. For example, to access projects:

from runai.client import RunaiClient

client = RunaiClient(
            realm="myorgrealm",
            client_id="API"
            client_secret="clientsecret",
            runai_base_url="https://myorg.run.ai",
            cluster_id="513423qx-127t-4yk6-979g-5po843g37e2b",
            retries=3,
            debug=False
    )

client.projects.all()

client.projects.all() returns a list of all projects in a given cluster according to the cluster id of the RunaiClient.

Currently supported controllers:

client.projects
client.node_pools
client.departments
client.access_rules
client.roles
client.users

client.workloads
client.workspace
client.training
client.inference
client.distributed

Each controller exposes the function options() so you can see which methods are currently availalble for a given controller.
For example:

client.roles.options()
-> 
['all', 'get', 'get_roles_name_to_id_map']

Controller methods are documented.
Hover on the method parentheses to see the required and optional fields to pass to the function

Examples

For more examples, check the existing examples here
Feel free to copy and run them as is, moify them as you wish, or use them as a reference.

Warranty

This package is not maintained by the Run:ai product.

For any issues and requests, please open an issue, or contact the authors of this package.

Contributing

Contributions are welcome! Please fork the repository and submit a pull request with your changes.

License

This project is licensed under the MIT License. See the LICENSE file for details.