Permissions

You must create two roles. One role grants permission to launch a SageMaker instance in order to containerize a notebook. Another role is needed to execute a container.

You can create the first role automatically or manually. If you create your new SageMaker instance with the Amazon IoT Analytics console, you are given the option to automatically create a new role which grants all privileges necessary to execute SageMaker instances and containerize notebooks. Or, you may create a role with these privileges manually. To do this, create a role with the AmazonSageMakerFullAccess policy attached and add the following policy.

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Action": [
        "ecr:BatchDeleteImage",
        "ecr:BatchGetImage",
        "ecr:CompleteLayerUpload",
        "ecr:CreateRepository",
        "ecr:DescribeRepositories",
        "ecr:GetAuthorizationToken",
        "ecr:InitiateLayerUpload",
        "ecr:PutImage",
        "ecr:UploadLayerPart"
      ],
      "Resource": "*"
    },
    {
      "Effect": "Allow",
      "Action": [
        "s3:GetObject"
      ],
      "Resource": "arn:aws:s3:::iotanalytics-notebook-containers/*"
    }
  ]
}

You must manually create the second role which grants permission to execute a container. You must do this even if you used the Amazon IoT Analytics console to create the first role automatically. Create a role with the following policy and trust policy attached.

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "s3:GetBucketLocation",
                "s3:PutObject",
                "s3:GetObject",
                "s3:PutObjectAcl"
            ],
            "Resource": "arn:aws:s3:::aws-*-dataset-*/*"
        },
        {
            "Effect": "Allow",
            "Action": [
                "iotanalytics:*"
            ],
            "Resource": "*"
        },
        {
            "Effect": "Allow",
            "Action": [
                "ecr:GetAuthorizationToken",
                "ecr:GetDownloadUrlForLayer",
                "ecr:BatchGetImage",
                "ecr:BatchCheckLayerAvailability",
                "logs:CreateLogGroup",
                "logs:CreateLogStream",
                "logs:DescribeLogStreams",
                "logs:GetLogEvents",
                "logs:PutLogEvents"
            ],
            "Resource": "*"
        },
        {
            "Effect": "Allow",
            "Action": [
                "s3:GetBucketLocation",
                "s3:ListBucket",
                "s3:ListAllMyBuckets"
            ],
            "Resource": "*"
        }
    ]
}

The following is an example trust policy.

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "",
      "Effect": "Allow",
      "Principal": {
        "Service": ["sagemaker.amazonaws.com", "iotanalytics.amazonaws.com"]
      },
      "Action": "sts:AssumeRole"
    }
  ]
}