CloudCraft Diagrams

[himalayanelixir]

[PaulDuvall]

Diagram should include:

• AWS CloudFormation
• AWS CodePipeline
• Amazon S3
• AWS CodeBuild (for model training)
• Amazon Sagemaker

The intent of the diagram is to show how CloudFormation automates the provisioning of S3, CodePipeline and CodeBuild. Then, it shows how CodeBuild provisions Sagemaker resources, runs Python program that launches Sagemaker jobs, and tests endpoints.

[PaulDuvall]

Then, it shows how CodeBuild provisions Sagemaker resources, runs Python program that launches Sagemaker jobs, and tests endpoints.

Actually, there's a point at which I think CodePipeline makes a call to sagemaker.yaml which provisions the Sagemaker resources (with the exception of Sagemaker jobs which is performed via training.py)