Seldon Deploy SDK

This repository holds different SDK implementations to interact with the Seldon Deploy API.

⚠️ NOTE: The Seldon Deploy SDK only supports Seldon Deploy >=0.9.

Python

Installation

To install the Python version of the SDK run:

pip install seldon-deploy-sdk

Usage

The Python version of the SDK includes support for common authentication workflows.

You can see an example usage below:

from seldon_deploy_sdk import EnvironmentApi, Configuration, ApiClient
from seldon_deploy_sdk.auth import OIDCAuthenticator

config = Configuration()
config.host = "http://X.X.X.X/seldon-deploy/api/v1alpha1"
config.oidc_client_id = "sd-api"
config.oidc_server = "http://X.X.X.X/auth/realms/deploy-realm"
config.username = "*******"
config.password = "*******"
config.auth_method = 'password_grant'

auth = OIDCAuthenticator(config)
config.access_token = auth.authenticate()

api_client = ApiClient(config, auth)

env_api = EnvironmentApi(api_client)
user = env_api.read_user()

print(user)

You can find more details on the Python SDK documentation.

SDK Generation

To generate a new version of the SDK, you can use the Makefile targets available. For example, for Python you could do:

make python

Templates

There is some custom logic added on top of each client. These extra files and customisation can be found in the ./templates folder.