权限

您必须创建两个 角色。一个角色授予启动权限 SageMaker 实例，以便对笔记本进行容器化。执行容器需要使用另一个角色。

您可以自动或手动创建第一个角色。如果你创建了新的 SageMaker使用实例Amazon IoT Analytics控制台，你可以选择自动创建一个新角色，该角色授予执行所需的所有权限 SageMaker 实例和容器化笔记本。或者，您也可以手动创建具有这些权限的角色。为此，请使用以下命令创建一个角色AmazonSageMakerFullAccess附加策略并添加以下策略。

{
  "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/*"
    }
  ]
}

您必须手动创建第二个角色，该角色将授予执行容器所需的权限。即使你使用了Amazon IoT Analytics控制台自动创建第一个角色。创建附加以下策略和信任策略的角色。

{
    "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": "*"
        }
    ]
}

以下是信任策略的示例。

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