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AWS Fundamentals
AWS::SageMaker::Pipeline

SageMaker Pipeline

Resource Type definition for AWS::SageMaker::Pipeline

Properties

7 configurable properties. 3 required. Click a row to see details.

Filter:
PropertyTypeFlags
PipelineDefinition
Any | Any
Required
PipelineName
string
RequiredCreate-only
RoleArn
string
Required
ParallelismConfiguration
object
PipelineDescription
string
PipelineDisplayName
string
Tags
Array<Tag>

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml
AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::Pipeline

Resources:
  MyResource:
    Type: AWS::SageMaker::Pipeline
    Properties:
      PipelineName: "my-pipelinename"
      PipelineDefinition: {}
      RoleArn: "arn:aws:service:region:account:resource"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

iam:PassRoles3:GetObjectsagemaker:CreatePipelinesagemaker:DescribePipelinesagemaker:AddTagssagemaker:ListTags

read

sagemaker:DescribePipelinesagemaker:ListTags

update

iam:PassRoles3:GetObjectsagemaker:UpdatePipelinesagemaker:DescribePipelinesagemaker:AddTagssagemaker:DeleteTagssagemaker:ListTags

delete

sagemaker:DeletePipeline

list

sagemaker:ListPipelines

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Quick Facts

ServiceSageMaker
Properties7
Required3
TaggingSupported
Primary IDPipelineName

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

PipelineName

Related Resources

External Links