AWS Amazon SageMaker Endpoint Configuration

This page shows how to write Terraform and CloudFormation for Amazon SageMaker Endpoint Configuration and write them securely.

aws_sagemaker_endpoint_configuration (Terraform)

The Endpoint Configuration in Amazon SageMaker can be configured in Terraform with the resource name aws_sagemaker_endpoint_configuration. The following sections describe 5 examples of how to use the resource and its parameters.

Example Usage from GitHub

sagemaker_endpoint_encryption.tf#L8
resource "aws_sagemaker_endpoint_configuration" "invalid" {
  name = "my-endpoint-config"

  production_variants {
    variant_name           = "variant-1"
    model_name             = "name"
kms_key.tf#L30
resource "aws_sagemaker_endpoint_configuration" "kms_key_arn_is_set" {
  kms_key_arn = aws_kms_key.test_key.arn

  production_variants {
    model_name             = aws_sagemaker_model.test_model.name
    initial_instance_count = 1
kms_key.tf#L30
resource "aws_sagemaker_endpoint_configuration" "kms_key_arn_is_set" {
  kms_key_arn = aws_kms_key.test_key.arn

  production_variants {
    model_name             = aws_sagemaker_model.test_model.name
    initial_instance_count = 1
aws_sagemaker_endpoint_configuration.examplea.tf#L1
resource "aws_sagemaker_endpoint_configuration" "examplea" {
  name        = "my-endpoint-config"
  kms_key_arn = aws_kms_key.examplea.arn

  production_variants {
    variant_name           = "variant-1"
endpoint.tf#L1
resource "aws_sagemaker_endpoint_configuration" "this" {
  name = "rs-model-a-Staging"

  production_variants {
    model_name             = aws_sagemaker_model.this.name
    initial_instance_count = 1

Parameters

Explanation in Terraform Registry

Provides a SageMaker endpoint configuration resource.

AWS::SageMaker::EndpointConfig (CloudFormation)

The EndpointConfig in SageMaker can be configured in CloudFormation with the resource name AWS::SageMaker::EndpointConfig. The following sections describe how to use the resource and its parameters.

Example Usage from GitHub

An example could not be found in GitHub.

Parameters

Explanation in CloudFormation Registry

The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint. For more information, see CreateEndpointConfig in the SageMaker Developer Guide.

Frequently asked questions

What is AWS Amazon SageMaker Endpoint Configuration?

AWS Amazon SageMaker Endpoint Configuration is a resource for Amazon SageMaker of Amazon Web Service. Settings can be wrote in Terraform and CloudFormation.

Where can I find the example code for the AWS Amazon SageMaker Endpoint Configuration?

For Terraform, the Cigna/confectionery, ffsclyh/config-lint and stelligent/config-lint source code examples are useful. See the Terraform Example section for further details.