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JSON
{
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "BlockJupyterLab3DomainLevelAppCreation",
            "Effect": "Deny",
            "Action": [
                "sagemaker:CreateDomain",
                "sagemaker:UpdateDomain"
            ],
            "Resource": "*",
            "Condition": {
                "ForAnyValue:ArnLike": {
                    "sagemaker:ImageArns": "arn:aws:sagemaker:us-east-1:111122223333:image/jupyter-server-3"
                }
            }
        }
    ]
}

JSON
{
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "BlockUsersFromCreatingJupyterLab3Apps",
            "Effect": "Deny",
            "Action": [
                "sagemaker:CreateUserProfile",
                "sagemaker:UpdateUserProfile"
            ],
            "Resource": "*",
            "Condition": {
                "ForAnyValue:ArnLike": {
                    "sagemaker:ImageArns": "arn:aws:sagemaker:us-east-1:111122223333:image/jupyter-server-3"
                }
            }
        }
    ]
}

JSON
{
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "BlockJupyterLab3AppLevelAppCreation",
            "Effect": "Deny",
            "Action": "sagemaker:CreateApp",
            "Resource": "*",
            "Condition": {
                "ForAnyValue:ArnLike": {
                    "sagemaker:ImageArns": "arn:aws:sagemaker:us-east-1:111122223333:image/jupyter-server-3"
                }
            }
        }
    ]
}

 

 

 

 

Region JL3
us-east-1 arn:aws:sagemaker:us-east-1:081325390199:image/jupyter-server-3
us-east-2 arn:aws:sagemaker:us-east-2:429704687514:image/jupyter-server-3
us-west-1 arn:aws:sagemaker:us-west-1:742091327244:image/jupyter-server-3
us-west-2 arn:aws:sagemaker:us-west-2:236514542706:image/jupyter-server-3
af-south-1 arn:aws:sagemaker:af-south-1:559312083959:image/jupyter-server-3
ap-east-1 arn:aws:sagemaker:ap-east-1:493642496378:image/jupyter-server-3
ap-south-1 arn:aws:sagemaker:ap-south-1:394103062818:image/jupyter-server-3
ap-northeast-2 arn:aws:sagemaker:ap-northeast-2:806072073708:image/jupyter-server-3
ap-southeast-1 arn:aws:sagemaker:ap-southeast-1:492261229750:image/jupyter-server-3
ap-southeast-2 arn:aws:sagemaker:ap-southeast-2:452832661640:image/jupyter-server-3
ap-northeast-1 arn:aws:sagemaker:ap-northeast-1:102112518831:image/jupyter-server-3
ca-central-1 arn:aws:sagemaker:ca-central-1:310906938811:image/jupyter-server-3
eu-central-1 arn:aws:sagemaker:eu-central-1:936697816551:image/jupyter-server-3
eu-west-1 arn:aws:sagemaker:eu-west-1:470317259841:image/jupyter-server-3
eu-west-2 arn:aws:sagemaker:eu-west-2:712779665605:image/jupyter-server-3
eu-west-3 arn:aws:sagemaker:eu-west-3:615547856133:image/jupyter-server-3
eu-north-1 arn:aws:sagemaker:eu-north-1:243637512696:image/jupyter-server-3
eu-south-1 arn:aws:sagemaker:eu-south-1:592751261982:image/jupyter-server-3
eu-south-2 arn:aws:sagemaker:eu-south-2:127363102723:image/jupyter-server-3
sa-east-1 arn:aws:sagemaker:sa-east-1:782484402741:image/jupyter-server-3
cn-north-1 arn:aws-cn:sagemaker:cn-north-1:390048526115:image/jupyter-server-3
cn-northwest-1 arn:aws-cn:sagemaker:cn-northwest-1:390780980154:image/jupyter-server-3 

aws --region <REGION> \
sagemaker create-domain \
--domain-name <NEW_DOMAIN_NAME> \
--auth-mode <AUTHENTICATION_MODE> \
--subnet-ids <SUBNET-IDS> \
--vpc-id <VPC-ID> \
--default-user-settings '{
  "JupyterServerAppSettings": {
    "DefaultResourceSpec": {
      "SageMakerImageArn": "arn:aws:sagemaker:<REGION>:<ACCOUNT_ID>:image/jupyter-server-3",
      "InstanceType": "system"
    }
  }
}'

aws --region <REGION> \
sagemaker update-domain \
--domain-id <YOUR_DOMAIN_ID> \
--default-user-settings '{
  "JupyterServerAppSettings": {
    "DefaultResourceSpec": {
      "SageMakerImageArn": "arn:aws:sagemaker:<REGION>:<ACCOUNT_ID>:image/jupyter-server-3",
      "InstanceType": "system"
    }
  }
}'


aws --region <REGION> \
sagemaker create-user-profile \
--domain-id <YOUR_DOMAIN_ID> \
--user-profile-name <NEW_USERPROFILE_NAME> \
--query UserProfileArn --output text \
--user-settings '{
  "JupyterServerAppSettings": {
    "DefaultResourceSpec": {
      "SageMakerImageArn": "arn:aws:sagemaker:<REGION>:<ACCOUNT_ID>:image/jupyter-server-3",
      "InstanceType": "system"
    }
  }
}'


aws --region <REGION> \
sagemaker update-user-profile \
 --domain-id <YOUR_DOMAIN_ID> \
 --user-profile-name <EXISTING_USERPROFILE_NAME> \
--user-settings '{
  "JupyterServerAppSettings": {
    "DefaultResourceSpec": {
      "SageMakerImageArn": "arn:aws:sagemaker:<REGION>:<ACCOUNT_ID>:image/jupyter-server-3",
      "InstanceType": "system"
    }
  }
}'

# Before installing extensions
conda activate studio

# Install your extensions
pip install <JUPYTER_EXTENSION>

# After installing extensions
conda deactivate

# Before installing extension
export AWS_SAGEMAKER_JUPYTERSERVER_IMAGE="${AWS_SAGEMAKER_JUPYTERSERVER_IMAGE:-'jupyter-server'}"
if [ "$AWS_SAGEMAKER_JUPYTERSERVER_IMAGE" = "jupyter-server-3" ] ; then
   eval "$(conda shell.bash hook)"
   conda activate studio
fi;

# Install your extensions
pip install <JUPYTER_EXTENSION>


# After installing extension
if [ "$AWS_SAGEMAKER_JUPYTERSERVER_IMAGE" = "jupyter-server-3" ]; then
   conda deactivate
fi;

# Before installing extension
eval "$(conda shell.bash hook)"
conda activate studio


# Install your extensions
pip install <JUPYTER_EXTENSION>


conda deactivate