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AmazonSageMakerModelCustomizationCoreAccess

Description : accorde des autorisations pour les flux de travail de personnalisation des SageMaker modèles, y compris la formation sans serveur, la fonction de récompense personnalisée pour l'apprentissage par renforcement, l'évaluation des modèles et le déploiement vers SageMaker ou vers les points de terminaison Bedrock.

AmazonSageMakerModelCustomizationCoreAccessest une politique AWS gérée.

Utilisation de cette politique

Vous pouvez associer AmazonSageMakerModelCustomizationCoreAccess à vos utilisateurs, groupes et rôles.

Détails de la politique

Version de la politique

Version de la politique : v1 (par défaut)

La version par défaut de la politique est celle qui définit les autorisations associées à la politique. Lorsqu'un utilisateur ou un rôle doté de la politique fait une demande d'accès à une AWS ressource, AWS vérifie la version par défaut de la politique pour déterminer s'il convient d'autoriser la demande.

Document de politique JSON

{
  "Version" : "2012-10-17",
  "Statement" : [
    {
      "Sid" : "SageMakerPublicHubPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:ListHubContents"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:aws:hub/SageMakerPublicHub"
      ]
    },
    {
      "Sid" : "SageMakerHubPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:ImportHubContent",
        "sagemaker:ListHubs",
        "sagemaker:ListHubContents",
        "sagemaker:ListHubContentVersions",
        "sagemaker:DescribeHubContent",
        "sagemaker:DeleteHubContent"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:hub/*",
        "arn:aws:sagemaker:*:*:hub-content/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "JumpStartS3Access",
      "Effect" : "Allow",
      "Action" : [
        "s3:GetObject",
        "s3:ListBucket"
      ],
      "Resource" : [
        "arn:aws:s3:::jumpstart*"
      ]
    },
    {
      "Sid" : "SageMakerTrainingJob",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateTrainingJob",
        "sagemaker:DescribeTrainingJob",
        "sagemaker:ListTrainingJobs",
        "sagemaker:StopTrainingJob"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:training-job/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerMLFlow",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:UpdateMlflowApp",
        "sagemaker:DescribeMlflowApp",
        "sagemaker:CreatePresignedMlflowAppUrl",
        "sagemaker:CallMlflowAppApi",
        "sagemaker-mlflow:AccessUI",
        "sagemaker-mlflow:GetExperiment",
        "sagemaker-mlflow:GetExperimentByName",
        "sagemaker-mlflow:GetRun",
        "sagemaker-mlflow:GetMetricHistory",
        "sagemaker-mlflow:GetLoggedModel",
        "sagemaker-mlflow:SearchExperiments",
        "sagemaker-mlflow:SearchRuns",
        "sagemaker-mlflow:ListArtifacts",
        "sagemaker-mlflow:CreateExperiment",
        "sagemaker-mlflow:CreateRun",
        "sagemaker-mlflow:LogBatch",
        "sagemaker-mlflow:LogMetric",
        "sagemaker-mlflow:LogParam",
        "sagemaker-mlflow:LogModel",
        "sagemaker-mlflow:LogInputs",
        "sagemaker-mlflow:SetTag",
        "sagemaker-mlflow:UpdateRun"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:mlflow-app/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "BYODataSetS3Access",
      "Effect" : "Allow",
      "Action" : [
        "s3:ListBucket",
        "s3:GetObject",
        "s3:PutObject"
      ],
      "Resource" : [
        "arn:aws:s3:::*SageMaker*",
        "arn:aws:s3:::*Sagemaker*",
        "arn:aws:s3:::*sagemaker*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerModelPackage",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateModel",
        "sagemaker:CreateModelPackage",
        "sagemaker:CreateModelPackageGroup",
        "sagemaker:UpdateModelPackage",
        "sagemaker:DescribeModelPackage",
        "sagemaker:DescribeModelPackageGroup",
        "sagemaker:ListModelPackages",
        "sagemaker:ListModelPackageGroups",
        "sagemaker:DescribeModel",
        "sagemaker:DeleteModelPackage",
        "sagemaker:DeleteModelPackageGroup"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model-package-group/*",
        "arn:aws:sagemaker:*:*:model-package/*",
        "arn:aws:sagemaker:*:*:model/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerLineage",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateAction",
        "sagemaker:CreateArtifact",
        "sagemaker:CreateContext",
        "sagemaker:DescribeAction",
        "sagemaker:DescribeArtifact",
        "sagemaker:DescribeTrialComponent",
        "sagemaker:QueryLineage",
        "sagemaker:AddAssociation",
        "sagemaker:UpdateArtifact"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:action/*",
        "arn:aws:sagemaker:*:*:artifact/*",
        "arn:aws:sagemaker:*:*:context/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:experiment-trial-component/*",
        "arn:aws:sagemaker:*:*:model-package/*",
        "arn:aws:sagemaker:*:*:pipeline/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerPipelines",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreatePipeline",
        "sagemaker:DescribePipeline",
        "sagemaker:DescribePipelineDefinitionForExecution",
        "sagemaker:DescribePipelineExecution",
        "sagemaker:UpdatePipeline",
        "sagemaker:StartPipelineExecution"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:pipeline/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerInference",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateEndpoint",
        "sagemaker:CreateEndpointConfig",
        "sagemaker:CreateInferenceComponent",
        "sagemaker:DescribeInferenceComponent",
        "sagemaker:DescribeEndpoint",
        "sagemaker:DescribeEndpointConfig",
        "sagemaker:DeleteInferenceComponent",
        "sagemaker:DeleteEndpoint",
        "sagemaker:InvokeEndpoint"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:inference-component/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpoint-config/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerInferenceAutoscaling",
      "Effect" : "Allow",
      "Action" : [
        "application-autoscaling:DescribeScalableTargets"
      ],
      "Resource" : [
        "arn:aws:application-autoscaling:*:*:scalable-target/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerInferenceEcrReadAccess",
      "Effect" : "Allow",
      "Action" : [
        "ecr:BatchGetImage",
        "ecr:BatchCheckLayerAvailability",
        "ecr:GetDownloadUrlForLayer",
        "ecr:GetAuthorizationToken"
      ],
      "Resource" : "*"
    },
    {
      "Sid" : "SageMakerListPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:ListActions",
        "sagemaker:ListArtifacts",
        "sagemaker:ListAssociations",
        "sagemaker:ListEndpoints",
        "sagemaker:ListInferenceComponents",
        "sagemaker:ListMlflowApps",
        "sagemaker:ListMlflowTrackingServers",
        "sagemaker:ListPipelineExecutions",
        "sagemaker:ListPipelineExecutionSteps",
        "sagemaker:ListWorkforces",
        "sagemaker:Search"
      ],
      "Resource" : [
        "*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerTagsPermission",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:AddTags",
        "sagemaker:ListTags"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model-package-group/*",
        "arn:aws:sagemaker:*:*:model-package/*",
        "arn:aws:sagemaker:*:*:hub/*",
        "arn:aws:sagemaker:*:*:hub-content/*",
        "arn:aws:sagemaker:*:*:training-job/*",
        "arn:aws:sagemaker:*:*:model/*",
        "arn:aws:sagemaker:*:*:endpoint/*",
        "arn:aws:sagemaker:*:*:endpoint-config/*",
        "arn:aws:sagemaker:*:*:pipeline/*",
        "arn:aws:sagemaker:*:*:inference-component/*",
        "arn:aws:sagemaker:*:*:action/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerJobAdvancedSettings",
      "Effect" : "Allow",
      "Action" : [
        "kms:DescribeKey",
        "kms:ListAliases",
        "iam:ListRoles",
        "ec2:DescribeVpcs"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "CloudWatchLogReadAccess",
      "Effect" : "Allow",
      "Action" : [
        "logs:DescribeLogGroups",
        "logs:DescribeLogStreams",
        "logs:GetLogEvents"
      ],
      "Resource" : [
        "arn:aws:logs:*:*:log-group:/aws/sagemaker/*",
        "arn:aws:logs:*:*:log-group::log-stream:"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "CloudWatchLogWriteAccess",
      "Effect" : "Allow",
      "Action" : [
        "logs:CreateLogGroup",
        "logs:CreateLogStream",
        "logs:PutLogEvents"
      ],
      "Resource" : [
        "arn:aws:logs:*:*:log-group:/aws/sagemaker/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "LambdaListFunctions",
      "Effect" : "Allow",
      "Action" : [
        "lambda:ListFunctions"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "LambdaPermissionsForRewardFunction",
      "Effect" : "Allow",
      "Action" : [
        "lambda:CreateFunction",
        "lambda:DeleteFunction",
        "lambda:InvokeFunction",
        "lambda:GetFunction"
      ],
      "Resource" : [
        "arn:aws:lambda:*:*:function:*SageMaker*",
        "arn:aws:lambda:*:*:function:*sagemaker*",
        "arn:aws:lambda:*:*:function:*Sagemaker*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "LambdaLayerForAWSSDK",
      "Effect" : "Allow",
      "Action" : [
        "lambda:GetLayerVersion"
      ],
      "Resource" : [
        "arn:aws:lambda:*:336392948345:layer:AWSSDK*"
      ]
    },
    {
      "Sid" : "BedrockCustomModelAndEvaluation",
      "Effect" : "Allow",
      "Action" : [
        "bedrock:CreateCustomModel",
        "bedrock:CreateEvaluationJob",
        "bedrock:GetCustomModel",
        "bedrock:GetModelImportJob",
        "bedrock:GetImportedModel",
        "bedrock:GetEvaluationJob",
        "bedrock:InvokeModel",
        "bedrock:InvokeModelWithResponseStream"
      ],
      "Resource" : [
        "arn:aws:bedrock:*:*:evaluation-job/*",
        "arn:aws:bedrock:*:*:imported-model/*",
        "arn:aws:bedrock:*:*:custom-model/*",
        "arn:aws:bedrock:*:*:model-import-job/*",
        "arn:aws:bedrock:*:*:foundation-model/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "BedrockModelImportAndList",
      "Effect" : "Allow",
      "Action" : [
        "bedrock:CreateModelImportJob",
        "bedrock:ListProvisionedModelThroughputs",
        "bedrock:ListCustomModelDeployments",
        "bedrock:ListCustomModels",
        "bedrock:ListModelImportJobs"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "BedrockFoundationModelOperations",
      "Effect" : "Allow",
      "Action" : [
        "bedrock:GetFoundationModelAvailability",
        "bedrock:ListFoundationModels"
      ],
      "Resource" : [
        "*"
      ]
    },
    {
      "Sid" : "PassRoleForSageMaker",
      "Effect" : "Allow",
      "Action" : [
        "iam:PassRole"
      ],
      "Resource" : [
        "arn:aws:iam::*:role/service-role/*SageMaker*",
        "arn:aws:iam::*:role/service-role/*Sagemaker*",
        "arn:aws:iam::*:role/service-role/*sagemaker*"
      ],
      "Condition" : {
        "ArnLike" : {
          "iam:AssociatedResourceArn" : "arn:aws:sagemaker:*:*:*"
        },
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "iam:PassedToService" : [
            "sagemaker.amazonaws.com",
            "job.sagemaker.amazonaws.com"
          ]
        }
      }
    },
    {
      "Sid" : "PassRoleForAWSLambda",
      "Effect" : "Allow",
      "Action" : [
        "iam:PassRole"
      ],
      "Resource" : "arn:aws:iam::*:role/SageMakerForLambda*",
      "Condition" : {
        "ArnLike" : {
          "iam:AssociatedResourceArn" : "arn:aws:lambda:*:*:function:*"
        },
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "iam:PassedToService" : "lambda.amazonaws.com"
        }
      }
    },
    {
      "Sid" : "PassRoleForBedrock",
      "Effect" : "Allow",
      "Action" : [
        "iam:PassRole"
      ],
      "Resource" : "arn:aws:iam::*:role/SageMakerForBedrock*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "iam:PassedToService" : "bedrock.amazonaws.com"
        }
      }
    }
  ]
}

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