template.yaml

# deploy this template using the aws cli
# aws cloudformation create-stack --stack-name moontracer-$RANDOM --template-body file://template.yaml --capabilities CAPABILITY_NAMED_IAM
# list and delete all stacks whose name starts with "moontracer"
# aws cloudformation list-stacks --query "StackSummaries[?starts_with(StackName, 'moontracer')].StackName" --output text | xargs -I {} aws cloudformation delete-stack --stack-name {}

Description: "Moontracer Workshop Instance"

Parameters: 
  NotebookInstanceType: 
    Type: String
    Default: ml.t3.medium
    Description: Notebook instance size. AWS Free Tier includes 250 hours of ml.t3.medium instance on Studio notebooks OR 250 hours of ml.t2 medium instance or ml.t3.medium instance on notebook instances. Learn more at https://aws.amazon.com/free
    
Resources: 
  BasicNotebookInstanceLifecycleConfig: 
    Type: "AWS::SageMaker::NotebookInstanceLifecycleConfig"
    Properties: 
      OnStart: 
        - Content:
            Fn::Base64: !Sub |
              pip install --upgrade pip &&
              pip install AWSIoTPythonSDK numexpr pandas numpy matplotlib boto3 awscli sagemaker pickleshare

  WorkshopRole:
    Type: "AWS::IAM::Role" 
    Properties: 
      AssumeRolePolicyDocument: 
        Statement: 
          - 
            Action: 
              - "sts:AssumeRole"
            Effect: Allow
            Principal: 
              Service: 
                - sagemaker.amazonaws.com
        Version: "2012-10-17"
      Path: /
      Policies: 
        - 
          PolicyDocument: 
            Statement: 
              - 
                Action: ["s3:*","sagemaker:*", "logs:*" ,"iam:PassRole"]
                Effect: Allow
                Resource: "*"
            Version: "2012-10-17"
          PolicyName: workshop-policy

  WorkshopNotebookInstance: 
    Type: "AWS::SageMaker::NotebookInstance"
    Properties: 
      InstanceType: !Ref NotebookInstanceType
      LifecycleConfigName: !GetAtt BasicNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleConfigName
      RoleArn: !GetAtt WorkshopRole.Arn
      AdditionalCodeRepositories:
          - https://github.com/CaravanaCloud/moontracer-workshop.git

Outputs: 
  OpenInstanceLink:
    Value: !Sub
      - https://${NotebookInstanceName}.notebook.${AWS::Region}.sagemaker.aws/lab/tree/moontracer-workshop/index.ipynb
      - { NotebookInstanceName: !GetAtt WorkshopNotebookInstance.NotebookInstanceName }