Resource Type: GCP > Vertex AI > Model

The Model resource type represents a machine learning model registered in the Google Cloud Vertex AI Model Registry. Models are versioned artifacts that can be deployed to endpoints for online predictions or used for batch predictions, and they carry the encryption configuration and labels applied to the registered model.

Resource Context

Model is a part of the Vertex AI service.

Each Model lives under a Region.

Controls

The primary controls for GCP > Vertex AI > Model are:

Quick Actions

In Your Workspace

Developers

Resource Type URI

tmod:@turbot/gcp-vertexai#/resource/types/model

Category URI

tmod:@turbot/turbot#/resource/categories/database

GraphQL

query resource(id: "tmod:@turbot/gcp-vertexai#/resource/types/model") { … }

query resourceActivities(filter: "resourceId:'tmod:@turbot/gcp-vertexai#/resource/types/model'") { … }

mutation createResource(input: { … })

mutation updateResource(input: { … })

CLI

Get Resource

turbot graphql resource --id "tmod:@turbot/gcp-vertexai#/resource/types/model"

Steampipe Query

Get Resource

select * from guardrails_resource where resource_type_uri = 'tmod:@turbot/gcp-vertexai#/resource/types/model';

Get Policy Settings (By Resource ID)

select * from guardrails_policy_setting where filter = 'resourceTypeId:"tmod:@turbot/gcp-vertexai#/resource/types/model"';

Get Resource Notification

select * from guardrails_notification where resource_type_uri = 'tmod:@turbot/gcp-vertexai#/resource/types/model' and notification_type in ('resource_updated', 'resource_created');