This repository holds different SDK implementations to interact with the Seldon Deploy API.
โ ๏ธ NOTE: The Seldon Deploy SDK only supports Seldon Deploy>=0.9
.
To install the Python version of the SDK run:
pip install seldon-deploy-sdk
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.
To generate a new version of the SDK, you can use the Makefile
targets
available.
For example, for Python you could do:
make python
There is some custom logic added on top of each client.
These extra files and customisation can be found in the
./templates
folder.