acere/SagemakerStudioCDK

Template for deploying SageMaker Studio within a Public VPC

This template is written using CDK, and can be synthesised into a CloudFormation template using

~$ cdk synth

High level architecture

This template deploys an Amazon SageMaker Studio Domain in the a public subnet account and region provided to CDK. It also creates a Service Catalog Template designed to

• initialize a SageMaker Studio User (IAM authentication)
• corresponding SageMaker Studio User roles
• Trigger a Lambda Function that clones the indicated Git repository into the user home folder

ToDo

• Add internal PyPi registry
• Move domain to private subnet
• Setup services VPC endpoints