Resource Type: AWS > SageMaker > Pipeline

The Pipeline resource type is a SageMaker ML workflow that automates the machine learning development process. Pipelines define a series of interconnected steps for training, evaluating, and deploying models.

Resource Context

Pipeline is a part of the SageMaker service.

Each Pipeline lives under a Region.

In Your Workspace

Developers

Resource Type URI

tmod:@turbot/aws-sagemaker#/resource/types/pipeline

Category URI

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

GraphQL

query resource(id: "tmod:@turbot/aws-sagemaker#/resource/types/pipeline") { … }

query resourceActivities(filter: "resourceId:'tmod:@turbot/aws-sagemaker#/resource/types/pipeline'") { … }

mutation createResource(input: { … })

mutation updateResource(input: { … })

CLI

Get Resource

turbot graphql resource --id "tmod:@turbot/aws-sagemaker#/resource/types/pipeline"

Steampipe Query

Get Resource

select * from guardrails_resource where resource_type_uri = 'tmod:@turbot/aws-sagemaker#/resource/types/pipeline';

Get Policy Settings (By Resource ID)

select * from guardrails_policy_setting where filter = 'resourceTypeId:"tmod:@turbot/aws-sagemaker#/resource/types/pipeline"';

Get Resource Notification

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