Increase endpointInServiceTimeout from 10m to 60m

[bruceadowns]

Description

SageMaker endpoints are now taking a little over 10 minutes to become InService. This aligns the hardcoded endpoint timeout to 60 minutes.

This primarily effects SageMaker serverless endpoints. As an example, a test endpoint that deploys in >10m is using an xgboost model and associated container.

i.e.

...
module.tf_modules_sagemaker.module.endpoint.aws_sagemaker_endpoint.sagemaker_endpoint[0]: Still creating... [9m40s elapsed]
module.tf_modules_sagemaker.module.endpoint.aws_sagemaker_endpoint.sagemaker_endpoint[0]: Still creating... [9m50s elapsed]
module.tf_modules_sagemaker.module.endpoint.aws_sagemaker_endpoint.sagemaker_endpoint[0]: Still creating... [10m0s elapsed]
╷
│ Error: waiting for SageMaker Endpoint (ep-demo-sample-svrless) to be in service: timeout while waiting for state to become 'InService' (last state: 'Creating', timeout: 10m0s)
│ 
│   with module.tf_modules_sagemaker.module.endpoint.aws_sagemaker_endpoint.sagemaker_endpoint[0],
│   on .terraform/modules/tf_modules_sagemaker/modules/endpoint/main.tf line 55, in resource "aws_sagemaker_endpoint" "sagemaker_endpoint":
│   55: resource "aws_sagemaker_endpoint" "sagemaker_endpoint" {

Relations

Closes #0000

References

Output from Acceptance Testing

% make testacc TESTS=TestAccXXX PKG=ec2

...

[github-actions]

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[Tradunsky]

damn, 10 min startup time...

Have you found the reason why it takes so long? A heavy docker image or we download something during startup?

[bruceadowns]

damn, 10 min startup time...

Have you found the reason why it takes so long? A heavy docker image or we download something during startup?

(updated pr comment with...)

This primarily effects SageMaker serverless endpoints. As an example, a test endpoint that deploys in >10m is using an xgboost model and associated container, using 4g of memory.

[ewbankkit]

LGTM 🚀.

[ewbankkit]

@bruceadowns Thanks for the contribution 🎉 👏.

[github-actions]

This functionality has been released in v5.66.0 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!