aws-ml-healthcare-worshop.yaml

---
AWSTemplateFormatVersion: '2010-09-09'

Description: AWS ML Healthcare Workshop

Metadata: 
  AWS::CloudFormation::Interface: 
    ParameterGroups: 
      - 
        Label: 
          default: "Notebook Configuration"
        Parameters: 
          - NotebookName
          - NotebookInstanceType
          - VolumeSize
          - CodeRepository

Parameters:

  NotebookName:
    Type: String
    Default: aws-ml-healthcare-workshop
    Description: Enter the name of the SageMaker notebook instance. Default is aws-ml-healthcare-workshop.

  VolumeSize:
    Type: Number
    Default: 5
    MinValue: 5
    MaxValue: 16384
    ConstraintDescription: Must be an integer between 5 (GB) and 16384 (16 TB).
    Description: Enter the size of the EBS volume in GB.

  CodeRepository:
    Type: String
    Default: https://github.com/dalacan/aws-ml-healthcare-workshop.git
    Description: AWS ML Healthcare Workshop repository

  NotebookInstanceType:
    Type: String
    Default: ml.t2.medium
    Description: Enter the SageMaker notebook instance type. Default is ml.t2.medium

Resources:
  # SageMaker Execution Role
  SageMakerIamRole:
    Type: "AWS::IAM::Role"
    Properties:
      AssumeRolePolicyDocument:
        Version: "2012-10-17"
        Statement:
          -
            Effect: Allow
            Principal:
              Service: sagemaker.amazonaws.com
            Action: sts:AssumeRole
      Path: "/"
      ManagedPolicyArns:
        - "arn:aws:iam::aws:policy/AmazonSageMakerFullAccess"
        - "arn:aws:iam::aws:policy/AmazonTextractFullAccess"
        - "arn:aws:iam::aws:policy/ComprehendFullAccess"
        - "arn:aws:iam::aws:policy/ComprehendMedicalFullAccess"
        - "arn:aws:iam::aws:policy/AmazonS3FullAccess"
        - "arn:aws:iam::aws:policy/IAMFullAccess"
        
  # SageMaker notebook
  NotebookInstance:
    Type: "AWS::SageMaker::NotebookInstance"
    Properties:
      InstanceType: !Ref NotebookInstanceType
      NotebookInstanceName: !Ref NotebookName
      RoleArn: !GetAtt SageMakerIamRole.Arn
      VolumeSizeInGB: !Ref VolumeSize
      DefaultCodeRepository: !Ref CodeRepository