AWS::SageMaker::EndpointConfig

SageMaker EndpointConfig

Resource Type definition for AWS::SageMaker::EndpointConfig

Properties

12 configurable properties. 1 required. Click a row to see details.

Filter:
PropertyTypeFlags
ProductionVariants
Array<ProductionVariant>
RequiredCreate-only
AsyncInferenceConfig
AsyncInferenceConfig
Create-only
DataCaptureConfig
DataCaptureConfig
Create-only
EnableNetworkIsolation
boolean
Create-only
EndpointConfigName
string
Create-only
ExecutionRoleArn
string
Create-only
ExplainerConfig
ExplainerConfig
Create-only
KmsKeyId
string
Create-only
MetricsConfig
MetricsConfig
Create-only
ShadowProductionVariants
Array<ProductionVariant>
Create-only
Tags
Array<Tag>
VpcConfig
VpcConfig
Create-only

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

AttributeTypeDescription
EndpointConfigArnstringThe Amazon Resource Name (ARN) of the endpoint configuration.

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::EndpointConfig

Resources:
  MyResource:
    Type: AWS::SageMaker::EndpointConfig
    Properties:
      ProductionVariants: []
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

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

read

sagemaker:DescribeEndpointConfigsagemaker:ListTags

create

sagemaker:CreateEndpointConfigsagemaker:AddTagsiam:PassRolekms:DescribeKey

update

sagemaker:AddTagssagemaker:DeleteTags

list

sagemaker:ListEndpointConfigs

delete

sagemaker:DeleteEndpointConfig

Learn AWS the Practical Way

Our bi-weekly newsletter teaches hands-on AWS fundamentals. No certification fluff - just practical knowledge.

Subscribe to Newsletter

Quick Facts

ServiceSageMaker
Properties13
Required1
TaggingSupported
Primary IDEndpointConfigArn

Supported Operations

ReadCreateUpdateListDelete

Immutable After Creation

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

KmsKeyIdAsyncInferenceConfigExecutionRoleArnShadowProductionVariantsEnableNetworkIsolationProductionVariantsDataCaptureConfigExplainerConfigMetricsConfigEndpointConfigNameVpcConfig

Related Resources

External Links