tests/provider: SageMaker Endpoint Configuration Test Fail (GovCloud)

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Terraform CLI and Terraform AWS Provider Version

Affected Resource(s)

• aws_sagemaker_endpoint_configuration

Terraform Configuration Files

resource "aws_sagemaker_endpoint_configuration" "test" {
  name = %q

  production_variants {
    variant_name           = "variant-1"
    model_name             = aws_sagemaker_model.test.name
    initial_instance_count = 2
    instance_type          = "ml.t2.medium"
    accelerator_type       = "ml.eia1.medium"
    initial_variant_weight = 1
  }
}

Debug Output

Expected Behavior

Test should skip if Elastic Inference types are not available in a region

Actual Behavior

=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
    resource_aws_sagemaker_endpoint_configuration_test.go:122: Step 1/2 error: Error running apply: 2020/11/05 08:38:47 [DEBUG] Using modified User-Agent: Terraform/0.12.29 HashiCorp-terraform-exec/0.10.0

        Error: error creating SageMaker Endpoint Configuration: ValidationException: Accelerator type ml.eia1.medium is not supported for the chosen region.
        	status code: 400, request id: 613dd255-cde2-4d16-8590-7d0c2b1a7779


--- FAIL: TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType (14.78s)

Steps to Reproduce

1. make testacc TEST=./aws/ TESTARGS='-run=TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType'

Important Factoids

Only affects GovCloud, documentation does not point out that this is not supported:

https://docs.aws.amazon.com/govcloud-us/latest/UserGuide/govcloud-sagemaker.html

However pricing shows this instance type is not available:

TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType

References

• r/sagemaker_endpoint_configuration - support data_capture_config + validations and test refactor #15887

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