Googleapis Automl

Google Cloud AutoML API is a Google Cloud API for training and using custom machine learning models with managed tools.

• Base URL: https://automl.googleapis.com
• Auth: OAuth 2.0 (user-delegated) — attach an InTouch oauth credential. Mint one with itcli.py /oauth <provider> (device-code) or /google-auth (Google); the server auto-refreshes the access token before each run, so the connector never handles or stores tokens.

Operations

• automl_projects_locations_operations_get — GET /v1beta1/{name} — Gets the latest state of a long-running operation. Clients can use this method t
• automl_projects_locations_list — GET /v1beta1/{name}/locations — Lists information about the supported locations for this service.
• automl_projects_locations_operations_list — GET /v1beta1/{name}/operations — Lists operations that match the specified filter in the request. If the server d
• automl_projects_locations_datasets_tablespecs_co — GET /v1beta1/{parent}/columnSpecs — Lists column specs in a table spec.
• automl_projects_locations_datasets_list — GET /v1beta1/{parent}/datasets — Lists datasets in a project.
• automl_projects_locations_models_modelevaluation — GET /v1beta1/{parent}/modelEvaluations — Lists model evaluations.

Inputs

• a linked oauth credential (no key inputs) — the server injects a fresh Authorization: Bearer from it
• operation — one of the operations above
• path parameters when an operation's path contains {...}
• query — optional JSON object of query params
• body — JSON object for create/update ops

Example

operation: automl_projects_locations_operations_get
# (attach an 'oauth' credential to the task — no inline secrets)

Publishes

The keys a later task may reference as {{taskName.key}}. Referencing anything not listed here resolves to nothing at run time.

• error
• operation
• result
• status

Input Properties

Every property this tool accepts, from its own tool.iml.