REST API
RapidMiner AI Hub offers a REST API to manage it programmatically. In order to use the API, you are required to be authenticated and authorized via JSON Web Token (JWT).
Create a JWT using Keycloak
There are different ways to create a JWT with keycloak, one of which is using curl and a public client, e.g. the Rapidminer AI Hub Frontend:
curl -L -X POST 'http://<keycloak_host>:<keycloak_port>/auth/realms/<realm_name>/protocol/openid-connect/token' \
-H 'Content-Type: application/x-www-form-urlencoded' \
--data-urlencode 'client_id=<public_client_id>' \
--data-urlencode 'grant_type=password' \
--data-urlencode 'scope=openid' \
--data-urlencode 'username=<user_name>' \
--data-urlencode 'password=<password>'
RapidMiner AI Hub API
The REST API documentation of RapidMiner AI Hub is available as OpenApi 3.0 specification and is published on
SwaggerHub.
For all further requests to the API you need to have
- the HTTP method of your request (GET, POST, PUT, PATCH or DELETE),
- the content-type header attribute,
- the authorization header attribute which includes the
idTokenfrom the token service and is prefixed withBearer(e.g.Authorization: Bearer <tokenContent>), - the RapidMiner AI Hub url and
- the route you like to make a request to.
curl -H "Content-Type: application/json" -H "Authorization: Bearer $idToken" $RMServerHost/executions/queues
