r/sagemaker_endpoint_config - add support for async_inference_config

[DrFaust92]

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Closes #20699

Output from acceptance testing:

$ make testacc TESTARGS='-run=TestAccAWSSagemakerEndpointConfiguration_'
--- PASS: TestAccAWSSagemakerEndpointConfiguration_disappears (86.12s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_basic (89.85s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_kmsKeyId (94.09s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType (102.03s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight (103.61s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async (95.42s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async_client (99.87s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig (129.81s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_tags (210.39s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async_notifConfig (186.70s)

[ewbankkit]

LGTM 🚀.

Commercial

% make testacc TESTARGS='-run=TestAccAWSSagemakerEndpointConfiguration_'                 
TestAccAWSSagemakerEndpointConfiguration_
==> Checking that code complies with gofmt requirements...
TF_ACC=1 go test ./aws -v -count 1 -parallel 20 -run=TestAccAWSSagemakerEndpointConfiguration_ -timeout 180m
=== RUN   TestAccAWSSagemakerEndpointConfiguration_basic
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_basic
=== RUN   TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== RUN   TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== RUN   TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== RUN   TestAccAWSSagemakerEndpointConfiguration_tags
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_tags
=== RUN   TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== RUN   TestAccAWSSagemakerEndpointConfiguration_disappears
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_disappears
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async_client
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async_client
=== CONT  TestAccAWSSagemakerEndpointConfiguration_basic
=== CONT  TestAccAWSSagemakerEndpointConfiguration_disappears
=== CONT  TestAccAWSSagemakerEndpointConfiguration_tags
=== CONT  TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== CONT  TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async
=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_client
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async (49.91s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async_notifConfig (52.53s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight (54.57s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_kmsKeyId (62.21s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig (62.73s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_disappears (65.15s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_basic (67.16s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_async_client (68.05s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType (71.16s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_tags (101.83s)
PASS
ok  	github.com/terraform-providers/terraform-provider-aws/aws	105.477s

GovCloud

% make testacc TESTARGS='-run=TestAccAWSSagemakerEndpointConfiguration_'
==> Checking that code complies with gofmt requirements...
TF_ACC=1 go test ./aws -v -count 1 -parallel 20 -run=TestAccAWSSagemakerEndpointConfiguration_ -timeout 180m
=== RUN   TestAccAWSSagemakerEndpointConfiguration_basic
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_basic
=== RUN   TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== RUN   TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== RUN   TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== RUN   TestAccAWSSagemakerEndpointConfiguration_tags
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_tags
=== RUN   TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== RUN   TestAccAWSSagemakerEndpointConfiguration_disappears
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_disappears
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
=== RUN   TestAccAWSSagemakerEndpointConfiguration_async_client
=== PAUSE TestAccAWSSagemakerEndpointConfiguration_async_client
=== CONT  TestAccAWSSagemakerEndpointConfiguration_basic
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_client
=== CONT  TestAccAWSSagemakerEndpointConfiguration_tags
=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
=== CONT  TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig
=== CONT  TestAccAWSSagemakerEndpointConfiguration_kmsKeyId
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async
=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight
=== CONT  TestAccAWSSagemakerEndpointConfiguration_disappears
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async
    provider_test.go:1123: skipping test for aws-us-gov/us-gov-west-1: Error running apply: exit status 1
        
        Error: error creating SageMaker Endpoint Configuration: ValidationException: AsyncInferenceConfig parameter is not supported in region us-gov-west-1.
        	status code: 400, request id: 757686ee-4d15-44a1-937a-37b6dc77d731
        
          with aws_sagemaker_endpoint_configuration.test,
          on terraform_plugin_test.tf line 43, in resource "aws_sagemaker_endpoint_configuration" "test":
          43: resource "aws_sagemaker_endpoint_configuration" "test" {
        
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_client
    provider_test.go:1123: skipping test for aws-us-gov/us-gov-west-1: Error running apply: exit status 1
        
        Error: error creating SageMaker Endpoint Configuration: ValidationException: AsyncInferenceConfig parameter is not supported in region us-gov-west-1.
        	status code: 400, request id: 900eb623-ab1e-411d-a1b3-27b83b2b7c53
        
          with aws_sagemaker_endpoint_configuration.test,
          on terraform_plugin_test.tf line 43, in resource "aws_sagemaker_endpoint_configuration" "test":
          43: resource "aws_sagemaker_endpoint_configuration" "test" {
        
--- SKIP: TestAccAWSSagemakerEndpointConfiguration_async (42.88s)
=== CONT  TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType
    provider_test.go:1123: skipping test for aws-us-gov/us-gov-west-1: Error running apply: exit status 1
        
        Error: error creating SageMaker Endpoint Configuration: ValidationException: Accelerator type ml.eia1.medium is not supported for the chosen region.
        	status code: 400, request id: ac0371ec-3c85-43c5-9565-3753e7d87740
        
          with aws_sagemaker_endpoint_configuration.test,
          on terraform_plugin_test.tf line 32, in resource "aws_sagemaker_endpoint_configuration" "test":
          32: resource "aws_sagemaker_endpoint_configuration" "test" {
        
--- SKIP: TestAccAWSSagemakerEndpointConfiguration_async_client (46.94s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_disappears (47.33s)
--- SKIP: TestAccAWSSagemakerEndpointConfiguration_productionVariants_AcceleratorType (49.42s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_basic (58.56s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_productionVariants_InitialVariantWeight (60.55s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_kmsKeyId (62.98s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_dataCaptureConfig (63.58s)
=== CONT  TestAccAWSSagemakerEndpointConfiguration_async_notifConfig
    provider_test.go:1123: skipping test for aws-us-gov/us-gov-west-1: Error running apply: exit status 1
        
        Error: error creating SageMaker Endpoint Configuration: ValidationException: AsyncInferenceConfig parameter is not supported in region us-gov-west-1.
        	status code: 400, request id: 7f3a8d2a-eace-46b0-8676-224a32764583
        
          with aws_sagemaker_endpoint_configuration.test,
          on terraform_plugin_test.tf line 47, in resource "aws_sagemaker_endpoint_configuration" "test":
          47: resource "aws_sagemaker_endpoint_configuration" "test" {
        
--- SKIP: TestAccAWSSagemakerEndpointConfiguration_async_notifConfig (70.72s)
--- PASS: TestAccAWSSagemakerEndpointConfiguration_tags (83.16s)
PASS
ok  	github.com/terraform-providers/terraform-provider-aws/aws	86.526s

[ewbankkit]

@DrFaust92 Thanks for the contribution 🎉 👏.

[github-actions]

This functionality has been released in v3.59.0 of the Terraform AWS Provider. Please see the Terraform documentation on provider versioning or reach out if you need any assistance upgrading.

For further feature requests or bug reports with this functionality, please create a new GitHub issue following the template. Thank you!

[github-actions]

I'm going to lock this pull request because it has been closed for 30 days ⏳. This helps our maintainers find and focus on the active issues.
If you have found a problem that seems related to this change, please open a new issue and complete the issue template so we can capture all the details necessary to investigate further.