AWS 模型登錄檔的受管政策 - Amazon SageMaker AI
AmazonSageMakerModelRegistryFullAccessModel Registry 政策更新

本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。

AWS 模型登錄檔的受管政策

這些 AWS 受管政策會新增使用模型登錄所需的許可。這些政策可在您的帳戶中使用 AWS ，並由從 Amazon SageMaker AI 主控台建立的執行角色使用。

AWS 受管政策：AmazonSageMakerModelRegistryFullAccess

此 AWS 受管政策會授予使用 Amazon SageMaker AI 網域內所有模型登錄檔功能所需的許可。設定 Model Registry 設定以啟用 Model Registry 許可時，此政策會附加至執行角色。

此政策包含以下許可。

  • ecr - 讓主體擷取關於 Amazon Elastic Container Registry (Amazon ECR) 映像的資訊，包括中繼資料。

  • iam – 允許主體將執行角色傳遞至 Amazon SageMaker AI 服務。

  • resource-groups – 允許主體建立、列出、標記和刪除 AWS Resource Groups。

  • s3 - 讓主體從存放模型版本的 Amazon Simple Storage Service (Amazon S3) 儲存貯體擷取物件。可擷取的物件僅限於名稱包含字串 "sagemaker" 的物件 (不區分大小寫)。

  • sagemaker – 允許主體使用 SageMaker 模型登錄檔來編目、管理和部署模型。

  • kms – 僅允許 SageMaker AI 服務主體新增授予、產生資料金鑰、解密和讀取 AWS KMS 金鑰，以及僅允許標記供 "sagemaker" 使用的金鑰。

JSON
{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "AmazonSageMakerModelRegistrySageMakerReadPermission",
      "Effect": "Allow",
      "Action": [
        "sagemaker:DescribeAction",
        "sagemaker:DescribeInferenceRecommendationsJob",
        "sagemaker:DescribeModelPackage",
        "sagemaker:DescribeModelPackageGroup",
        "sagemaker:DescribePipeline",
        "sagemaker:DescribePipelineExecution",
        "sagemaker:ListAssociations",
        "sagemaker:ListArtifacts",
        "sagemaker:ListModelMetadata",
        "sagemaker:ListModelPackages",
        "sagemaker:Search",
        "sagemaker:GetSearchSuggestions"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistrySageMakerWritePermission",
      "Effect": "Allow",
      "Action": [
        "sagemaker:AddTags",
        "sagemaker:CreateModel",
        "sagemaker:CreateModelPackage",
        "sagemaker:CreateModelPackageGroup",
        "sagemaker:CreateEndpoint",
        "sagemaker:CreateEndpointConfig",
        "sagemaker:CreateInferenceRecommendationsJob",
        "sagemaker:DeleteModelPackage",
        "sagemaker:DeleteModelPackageGroup",
        "sagemaker:DeleteTags",
        "sagemaker:UpdateModelPackage"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryS3GetPermission",
      "Effect": "Allow",
      "Action": [
        "s3:GetObject"
      ],
      "Resource": [
        "arn:aws:s3:::*SageMaker*",
        "arn:aws:s3:::*Sagemaker*",
        "arn:aws:s3:::*sagemaker*"
      ]
    },
    {
      "Sid": "AmazonSageMakerModelRegistryS3ListPermission",
      "Effect": "Allow",
      "Action": [
        "s3:ListBucket",
        "s3:ListAllMyBuckets"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryECRReadPermission",
      "Effect": "Allow",
      "Action": [
        "ecr:BatchGetImage",
        "ecr:DescribeImages"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryIAMPassRolePermission",
      "Effect": "Allow",
      "Action": [
        "iam:PassRole"
      ],
      "Resource": "arn:aws:iam::*:role/*",
      "Condition": {
        "StringEquals": {
          "iam:PassedToService": "sagemaker.amazonaws.com"
        }
      }
    },
    {
      "Sid": "AmazonSageMakerModelRegistryTagReadPermission",
      "Effect": "Allow",
      "Action": [
        "tag:GetResources"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryResourceGroupGetPermission",
      "Effect": "Allow",
      "Action": [
        "resource-groups:GetGroupQuery"
      ],
      "Resource": "arn:aws:resource-groups:*:*:group/*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryResourceGroupListPermission",
      "Effect": "Allow",
      "Action": [
        "resource-groups:ListGroupResources"
      ],
      "Resource": "*"
    },
    {
      "Sid": "AmazonSageMakerModelRegistryResourceGroupWritePermission",
      "Effect": "Allow",
      "Action": [
        "resource-groups:CreateGroup",
        "resource-groups:Tag"
      ],
      "Resource": "arn:aws:resource-groups:*:*:group/*",
      "Condition": {
        "ForAnyValue:StringEquals": {
          "aws:TagKeys": "sagemaker:collection"
        }
      }
    },
    {
      "Sid": "AmazonSageMakerModelRegistryResourceGroupDeletePermission",
      "Effect": "Allow",
      "Action": "resource-groups:DeleteGroup",
      "Resource": "arn:aws:resource-groups:*:*:group/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker:collection": "true"
        }
      }
    },
    {
      "Sid": "AmazonSageMakerModelRegistryResourceKMSPermission",
      "Effect": "Allow",
      "Action": [
        "kms:CreateGrant",
        "kms:DescribeKey",
        "kms:GenerateDataKey",
        "kms:Decrypt"
      ],
      "Resource": "arn:aws:kms:*:*:key/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker" : "true"
        },
        "StringLike": {
          "kms:ViaService": "sagemaker.*.amazonaws.com"
        }
      }
    }
  ]
}

Amazon SageMaker AI 更新模型登錄檔受管政策

檢視自此服務開始追蹤這些變更以來，模型登錄檔受 AWS 管政策更新的詳細資訊。如需此頁面變更的自動提醒，請訂閱 SageMaker AI 文件歷史記錄頁面上的 RSS 摘要。

政策 版本 變更 日期

AmazonSageMakerModelRegistryFullAccess - 更新現有政策

2

新增 kms:CreateGrant、kms:GenerateDataKey、 kms:DescribeKey和 kms:Decrypt許可。

 2024 年 6 月 6 日

AmazonSageMakerModelRegistryFullAccess - 新政策

1

初始政策

 2023 年 4 月 12 日