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AmazonSageMakerHyperPodInferenceAccess

Beschreibung: Diese Richtlinie bietet Administratorrechte, die für die Einrichtung des SageMaker HyperPod Inferenzoperators erforderlich sind. Sie ermöglicht dem Inferenzoperator den Zugriff auf AWS Netzwerkressourcen, Amazon S3, Amazon ECR, Amazon, AWS Certificate Manager und SageMaker Ressourcen CloudWatch, die für die Bereitstellung und Verwaltung von Inferenz-Workloads auf Clustern erforderlich sind HyperPod

AmazonSageMakerHyperPodInferenceAccessist eine verwaltete Richtlinie. AWS

Verwendung dieser Richtlinie

Sie können AmazonSageMakerHyperPodInferenceAccess an Ihre Benutzer, Gruppen und Rollen anfügen.

Details zur Richtlinie

Version der Richtlinie

Version der Richtlinie: v4 (Standard)

Die Standardversion der Richtlinie ist die Version, die die Berechtigungen für die Richtlinie definiert. Wenn ein Benutzer oder eine Rolle mit der Richtlinie eine Anfrage für den Zugriff auf eine AWS Ressource stellt, AWS überprüft die Standardversion der Richtlinie, ob die Anforderung zulässig ist.

JSON-Richtliniendokument

{
  "Version" : "2012-10-17",
  "Statement" : [
    {
      "Sid" : "DeleteObjectsPermission",
      "Effect" : "Allow",
      "Action" : [
        "s3:DeleteObject"
      ],
      "Resource" : [
        "arn:aws:s3:::hyperpod-tls*/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "S3GetObjectAccess",
      "Effect" : "Allow",
      "Action" : [
        "s3:GetObject"
      ],
      "Resource" : [
        "arn:aws:s3:::hyperpod-tls*/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "s3:ExistingObjectTag/CreatedBy" : "HyperPodInference"
        }
      }
    },
    {
      "Sid" : "S3PutObjectAccess",
      "Effect" : "Allow",
      "Action" : [
        "s3:PutObject",
        "s3:PutObjectTagging"
      ],
      "Resource" : [
        "arn:aws:s3:::hyperpod-tls*/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "s3:RequestObjectTag/CreatedBy" : "HyperPodInference"
        }
      }
    },
    {
      "Sid" : "DataCaptureS3",
      "Effect" : "Allow",
      "Action" : "s3:PutObject",
      "Resource" : [
        "arn:aws:s3:::hyperpod-tls*/data-capture/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "S3ListBucketAccess",
      "Effect" : "Allow",
      "Action" : [
        "s3:ListBucket"
      ],
      "Resource" : [
        "arn:aws:s3:::hyperpod-tls*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "DataCaptureKMS",
      "Effect" : "Allow",
      "Action" : [
        "kms:Decrypt",
        "kms:GenerateDataKey"
      ],
      "Resource" : "arn:aws:kms:*:*:key/*",
      "Condition" : {
        "StringLike" : {
          "kms:ViaService" : "s3.*.amazonaws.com",
          "kms:EncryptionContext:aws:s3:arn" : "arn:aws:s3:::hyperpod-tls*"
        },
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "ECRAuthorization",
      "Effect" : "Allow",
      "Action" : [
        "ecr:GetAuthorizationToken"
      ],
      "Resource" : "*"
    },
    {
      "Sid" : "ECRRepositoryAccess",
      "Effect" : "Allow",
      "Action" : [
        "ecr:GetDownloadUrlForLayer",
        "ecr:BatchGetImage"
      ],
      "Resource" : "arn:aws:ecr:*:*:repository/*"
    },
    {
      "Sid" : "EC2DescribeAccess",
      "Effect" : "Allow",
      "Action" : [
        "ec2:DescribeVpcs",
        "ec2:DescribeInstanceTypes",
        "ec2:DescribeNetworkInterfaces",
        "ec2:DescribeSubnets",
        "ec2:DescribeDhcpOptions",
        "ec2:DescribeSecurityGroups"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "EC2NetworkInterfaceActions",
      "Effect" : "Allow",
      "Action" : [
        "ec2:CreateNetworkInterface",
        "ec2:CreateNetworkInterfacePermission",
        "ec2:DeleteNetworkInterface"
      ],
      "Resource" : [
        "arn:aws:ec2:*:*:network-interface/*",
        "arn:aws:ec2:*:*:subnet/*",
        "arn:aws:ec2:*:*:security-group/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "EKSClusterAccess",
      "Effect" : "Allow",
      "Action" : [
        "eks:DescribeCluster",
        "eks-auth:AssumeRoleForPodIdentity"
      ],
      "Resource" : "arn:aws:eks:*:*:cluster/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "EKSAccessEntryPolicyAssociation",
      "Effect" : "Allow",
      "Action" : [
        "eks:AssociateAccessPolicy",
        "eks:DisassociateAccessPolicy"
      ],
      "Resource" : "arn:aws:eks:*:*:access-entry/*",
      "Condition" : {
        "StringEquals" : {
          "eks:policyarn" : "arn:aws:eks::aws:cluster-access-policy/AmazonSagemakerHyperpodInferenceMonitoringPolicy"
        }
      }
    },
    {
      "Sid" : "EKSAccessEntryListPolicies",
      "Effect" : "Allow",
      "Action" : [
        "eks:ListAssociatedAccessPolicies"
      ],
      "Resource" : "arn:aws:eks:*:*:access-entry/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "ELBListAndDescribeAccess",
      "Effect" : "Allow",
      "Action" : [
        "elasticloadbalancing:DescribeLoadBalancers"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "FSxAccess",
      "Effect" : "Allow",
      "Action" : [
        "fsx:DescribeFileSystems"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "CertificateImportPermission",
      "Effect" : "Allow",
      "Action" : [
        "acm:AddTagsToCertificate",
        "acm:ImportCertificate"
      ],
      "Resource" : "arn:aws:acm:*:*:certificate/*",
      "Condition" : {
        "ForAllValues:StringEquals" : {
          "aws:TagKeys" : "CreatedBy"
        },
        "StringEquals" : {
          "aws:RequestTag/CreatedBy" : "HyperPodInference",
          "aws:ResourceTag/CreatedBy" : "HyperPodInference",
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "CertificateDeletePermission",
      "Effect" : "Allow",
      "Action" : "acm:DeleteCertificate",
      "Resource" : "arn:aws:acm:*:*:certificate/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "aws:ResourceTag/CreatedBy" : "HyperPodInference"
        }
      }
    },
    {
      "Sid" : "AllowPassRoleToSageMaker",
      "Effect" : "Allow",
      "Action" : [
        "iam:PassRole"
      ],
      "Resource" : "arn:aws:iam::*:role/SageMakerHyperPodInference*",
      "Condition" : {
        "StringEquals" : {
          "iam:PassedToService" : "sagemaker.amazonaws.com"
        }
      }
    },
    {
      "Sid" : "CloudWatchMetricsAccess",
      "Effect" : "Allow",
      "Action" : [
        "cloudwatch:PutMetricData"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "cloudwatch:namespace" : "HyperPodInference"
        }
      }
    },
    {
      "Sid" : "CloudWatchLogsAccess",
      "Effect" : "Allow",
      "Action" : [
        "logs:PutLogEvents",
        "logs:CreateLogStream",
        "logs:CreateLogGroup"
      ],
      "Resource" : [
        "arn:aws:logs:*:*:log-group:*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerAccess",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:DescribeModel",
        "sagemaker:DescribeEndpointConfig",
        "sagemaker:DescribeEndpoint",
        "sagemaker:DescribeCluster",
        "sagemaker:DescribeClusterInference",
        "sagemaker:UpdateClusterInference",
        "sagemaker:DescribeHubContent"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpointconfig/*",
        "arn:aws:sagemaker:*:*:cluster/*",
        "arn:aws:sagemaker:*:*:hub-content/*",
        "arn:aws:sagemaker:*:*:hub/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerCreateAccess",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateModel",
        "sagemaker:CreateEndpointConfig",
        "sagemaker:CreateEndpoint"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpoint-config/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:RequestTag/CreatedBy" : "HyperPodInference"
        }
      }
    },
    {
      "Sid" : "SageMakerTagging",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:AddTags"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpoint-config/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "sagemaker:TaggingAction" : [
            "CreateModel",
            "CreateEndpointConfig",
            "CreateEndpoint"
          ]
        }
      }
    },
    {
      "Sid" : "SageMakerDeleteAccess",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:DeleteModel",
        "sagemaker:DeleteEndpointConfig",
        "sagemaker:DeleteEndpoint",
        "sagemaker:UpdateEndpoint"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpoint-config/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceTag/CreatedBy" : "HyperPodInference"
        }
      }
    }
  ]
}

Weitere Informationen