AWS policy: SageMakerStudioProjectUserRolePermissionsBoundary - Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio is in preview release and is subject to change.

AWS policy: SageMakerStudioProjectUserRolePermissionsBoundary

Amazon SageMaker Unified Studio creates IAM roles for Projects users to perform data analytics, artificial intelligence, and machine learning actions, and uses this policy when creating these roles to define the boundary of their permissions.

This policy is a permissions boundary. A permissions boundary sets the maximum permissions that an identity-based policy can grant to an IAM entity. You should not use and attach Amazon SageMaker Unified Studio permissions boundary policies on your own. Amazon SageMaker Unified Studio permissions boundary policies should only be attached to Amazon SageMaker Unified Studio managed roles.

When you create a project via the Amazon SageMaker Unified Studio, it applies this permissions boundary to the IAM roles that are provisioned during project creation. The permissions boundary limits the scope of the roles that Amazon SageMaker Unified Studio creates and any roles that you add.

Amazon SageMaker Unified Studio uses the SageMakerStudioProjectUserRolePermissionsBoundary managed policy to limit the provisioned IAM principal to which it is attached. The principals might take the form of the user roles that Amazon SageMaker Unified Studiocan assume on behalf of interactive enterprise users or analytic services (AWS Glue, for example), and then conduct actions to process data such as reading and writing from Amazon S3 or running AWS Glue crawler.

The SageMakerStudioProjectUserRolePermissionsBoundary policy grants read and write access for Amazon SageMaker Unified Studioto services such as Amazon SageMaker, AWS Glue, Amazon S3, AWS Lake Formation, Amazon Redshift, Amazon Athena, Amazon Q, Amazon EMR. The policy also gives read and write permissions to some infrastructure resources that are required to use these services such as network interfaces, AWS KMS keys, AWS CodeCommit, and AWS Secrets Manager.

{ "Version": "2012-10-17", "Statement": [ { "Sid": "DenyAllNonMatchingProjectTag", "Effect": "Deny", "Action": "*", "NotResource": [ "arn:*:sagemaker:*:*:model-package-group/*", "arn:*:sagemaker:*:*:model-package/*", "arn:*:glue:*:*:catalog/*", "arn:*:glue:*:*:database/*" ], "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false", "aws:PrincipalTag/AmazonDataZoneProject": "false", "aws:PrincipalTag/SageMakerStudioQueryExecutionRole": "true" }, "StringNotEquals": { "aws:ResourceTag/AmazonDataZoneProject": "${aws:PrincipalTag/AmazonDataZoneProject}" } } }, { "Sid": "AmazonQChatPermissions", "Effect": "Allow", "Action": [ "q:StartConversation", "q:SendMessage" ], "Resource": "*" }, { "Sid": "DataLakeS3BucketActions", "Effect": "Allow", "Action": [ "s3:GetBucketLocation" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SameAccountKMSPermissions", "Effect": "Allow", "Action": [ "kms:CreateGrant", "kms:ReEncryptFrom", "kms:ReEncryptTo", "kms:Decrypt", "kms:Encrypt", "kms:GenerateDataKey", "kms:GenerateDataKeyWithoutPlaintext" ], "Resource": "arn:aws:kms:*:*:key/${aws:PrincipalTag/KmsKeyId}", "Condition": { "StringLike": { "kms:ViaService": [ "sqs.*.amazonaws.com", "sagemaker.*.amazonaws.com", "emr-serverless.*.amazonaws.com", "s3.*.amazonaws.com", "redshift.*.amazonaws.com", "bedrock.*.amazonaws.com", "secretsmanager.*.amazonaws.com" ] }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" }, "Null": { "kms:EncryptionContextKeys": "false" } } }, { "Sid": "SameAccountKMSManagementPermissions", "Effect": "Allow", "Action": [ "kms:ListGrants", "kms:RevokeGrant", "kms:DescribeKey" ], "Resource": "arn:aws:kms:*:*:key/${aws:PrincipalTag/KmsKeyId}", "Condition": { "StringLike": { "kms:ViaService": [ "sqs.*.amazonaws.com", "sagemaker.*.amazonaws.com", "emr-serverless.*.amazonaws.com", "s3.*.amazonaws.com", "redshift.*.amazonaws.com", "bedrock.*.amazonaws.com", "secretsmanager.*.amazonaws.com" ] }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "ListKMSPermissions", "Effect": "Allow", "Action": [ "kms:ListAliases" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CrossAccountS3Permissions", "Effect": "Allow", "Action": [ "s3:GetObject*", "s3:PutObject", "s3:PutObjectRetention", "s3:RestoreObject", "s3:ReplicateObject", "s3:DeleteObject", "s3:DeleteObjectVersion", "s3:ListMultipartUploadParts", "s3:ListBucket", "s3:AbortMultipartUpload" ], "Resource": "*", "Condition": { "StringNotEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CrossAccountKMSPermissions", "Effect": "Allow", "Action": [ "kms:CreateGrant", "kms:Decrypt", "kms:Encrypt", "kms:GenerateDataKey", "kms:GenerateDataKeyWithoutPlaintext" ], "Resource": "*", "Condition": { "StringNotEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" }, "StringLike": { "kms:ViaService": [ "s3.*.amazonaws.com", "sqs.*.amazonaws.com", "sagemaker.*.amazonaws.com" ] }, "Null": { "kms:EncryptionContextKeys": "false" } } }, { "Sid": "CrossAccountKMSManagementPermissions", "Effect": "Allow", "Action": [ "kms:DescribeKey", "kms:ListGrants", "kms:GetPublicKey" ], "Resource": "*", "Condition": { "StringNotEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" }, "StringLike": { "kms:ViaService": [ "s3.*.amazonaws.com", "sqs.*.amazonaws.com", "sagemaker.*.amazonaws.com" ] } } }, { "Sid": "DataZoneKMSPermissions", "Effect": "Allow", "Action": [ "kms:CreateGrant", "kms:Decrypt", "kms:GenerateDataKey" ], "Resource": [ "*" ], "Condition": { "StringLike": { "kms:ViaService": [ "datazone.*.amazonaws.com" ] }, "Null": { "kms:EncryptionContextKeys": "false" } } }, { "Sid": "DataZoneDescribeKMSPermissions", "Effect": "Allow", "Action": [ "kms:DescribeKey" ], "Resource": "*", "Condition": { "StringLike": { "kms:ViaService": [ "datazone.*.amazonaws.com" ] } } }, { "Sid": "ListDomainS3BucketPermissions", "Effect": "Allow", "Action": [ "s3:ListBucket", "s3:ListBucketVersions" ], "Resource": "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}", "Condition": { "StringLike": { "s3:prefix": [ "${aws:PrincipalTag/AmazonDataZoneDomain}/${aws:PrincipalTag/AmazonDataZoneProject}", "${aws:PrincipalTag/AmazonDataZoneDomain}/${aws:PrincipalTag/AmazonDataZoneProject}/*" ] }, "StringNotEquals": { "aws:PrincipalTag/DomainBucketName": "", "aws:PrincipalTag/AmazonDataZoneDomain": "", "aws:PrincipalTag/AmazonDataZoneProject": "" }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "AirflowListDomainS3BucketPermissions", "Effect": "Allow", "Action": [ "s3:ListBucket" ], "Resource": "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}", "Condition": { "StringNotEquals": { "aws:PrincipalTag/DomainBucketName": "" }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "ListDomainBucketFromAthenaFederatedCatalog", "Effect": "Allow", "Action": [ "s3:ListBucket" ], "Resource": [ "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}" ], "Condition": { "ArnEquals": { "lambda:SourceFunctionArn": "arn:aws:lambda:*:*:function:athenafederatedcatalog_*" }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "AccessDomainS3BucketPermissions", "Effect": "Allow", "Action": [ "s3:GetObject*", "s3:PutObject", "s3:PutObjectRetention", "s3:RestoreObject", "s3:ReplicateObject", "s3:DeleteObject", "s3:DeleteObjectVersion", "s3:ListMultipartUploadParts", "s3:AbortMultipartUpload" ], "Resource": "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}/${aws:PrincipalTag/AmazonDataZoneDomain}/${aws:PrincipalTag/AmazonDataZoneProject}/*", "Condition": { "StringNotEquals": { "aws:PrincipalTag/DomainBucketName": "", "aws:PrincipalTag/AmazonDataZoneDomain": "", "aws:PrincipalTag/AmazonDataZoneProject": "" }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "AccessCertificateS3LocationPermissions", "Effect": "Allow", "Action": "s3:GetObject", "Resource": "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}/${aws:PrincipalTag/AmazonDataZoneDomain}/certificate_location/*", "Condition": { "StringNotEquals": { "aws:PrincipalTag/DomainBucketName": "", "aws:PrincipalTag/AmazonDataZoneDomain": "" }, "Null": { "aws:PrincipalTag/AmazonDataZoneProject": "false" }, "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "TagS3ObjectPermissionsForBedrockEvaluation", "Effect": "Allow", "Action": "s3:PutObjectTagging", "Resource": "arn:aws:s3:::${aws:PrincipalTag/DomainBucketName}/${aws:PrincipalTag/AmazonDataZoneDomain}/${aws:PrincipalTag/AmazonDataZoneProject}/genAI/assets/evaluations/*", "Condition": { "StringNotEquals": { "aws:PrincipalTag/DomainBucketName": "", "aws:PrincipalTag/AmazonDataZoneDomain": "", "aws:PrincipalTag/AmazonDataZoneProject": "" }, "StringEquals": { "s3:RequestObjectTag/BasicValidationStatus": [ "valid", "invalid" ], "s3:RequestObjectTag/ContainsReferenceResponseForAllPrompts": [ "true", "false" ] }, "ForAllValues:StringEquals": { "s3:RequestObjectTagKeys": [ "BasicValidationStatus", "ContainsReferenceResponseForAllPrompts" ] } } }, { "Sid": "CloudWatchDescribeLogGroups", "Effect": "Allow", "Action": [ "logs:DescribeLogGroups" ], "Resource": "*" }, { "Sid": "CloudWatchLogsPermissions", "Effect": "Allow", "Action": [ "logs:DescribeLogStreams", "logs:PutLogEvents", "logs:CreateLogStream", "logs:CreateLogGroup", "logs:StartQuery", "logs:FilterLogEvents", "logs:GetLogEvents", "logs:GetLogRecord", "logs:GetLogGroupFields", "logs:GetQueryResults" ], "Resource": [ "arn:aws:logs:*:*:log-group:/aws/*", "arn:aws:logs:*:*:log-group:airflow*", "arn:aws:logs:*:*:log-group:datazone*" ] }, { "Sid": "CloudWatchStopQuery", "Effect": "Allow", "Action": [ "logs:StopQuery" ], "Resource": "*" }, { "Sid": "AthenaPermissions", "Effect": "Allow", "Action": [ "athena:GetDatabase", "athena:GetDataCatalog", "athena:GetTableMetadata", "athena:ListDatabases", "athena:ListDataCatalogs", "athena:ListEngineVersions", "athena:ListNamedQueries", "athena:ListPreparedStatements", "athena:ListQueryExecutions", "athena:ListTableMetadata", "athena:ListTagsForResource", "athena:ListWorkGroups" ], "Resource": "*" }, { "Sid": "AthenaPermissionsWithResourceTag", "Effect": "Allow", "Action": [ "athena:TerminateSession", "athena:CreatePreparedStatement", "athena:StopCalculationExecution", "athena:StartQueryExecution", "athena:UpdatePreparedStatement", "athena:BatchGetNamedQuery", "athena:BatchGetPreparedStatement", "athena:BatchGetQueryExecution", "athena:UpdateNotebook", "athena:DeleteNotebook", "athena:DeletePreparedStatement", "athena:UpdateNotebookMetadata", "athena:DeleteNamedQuery", "athena:GetCalculationExecution", "athena:GetCalculationExecutionCode", "athena:GetCalculationExecutionStatus", "athena:GetNamedQuery", "athena:GetNotebookMetadata", "athena:GetPreparedStatement", "athena:GetQueryExecution", "athena:GetQueryResults", "athena:GetQueryResultsStream", "athena:GetQueryRuntimeStatistics", "athena:GetSession", "athena:GetSessionStatus", "athena:GetWorkGroup", "athena:UpdateNamedQuery", "athena:CreateNamedQuery", "athena:ExportNotebook", "athena:StopQueryExecution", "athena:StartCalculationExecution", "athena:StartSession", "athena:CreatePresignedNotebookUrl", "athena:CreateNotebook", "athena:ImportNotebook", "athena:ListQueryExecutions", "athena:ListTagsForResource", "athena:ListNamedQueries", "athena:ListPreparedStatements" ], "Resource": "*", "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false" } } }, { "Sid": "DataZonePermissions", "Effect": "Allow", "Action": [ "datazone:CreateConnection", "datazone:DeleteConnection", "datazone:GetConnection", "datazone:GetDomain", "datazone:GetDomainExecutionRoleCredentials", "datazone:GetEnvironment", "datazone:GetEnvironmentBlueprintConfiguration", "datazone:GetProject", "datazone:GetUserProfile", "datazone:ListConnections", "datazone:ListEnvironments", "datazone:ListEnvironmentBlueprints", "datazone:ListProjects", "datazone:UpdateConnection" ], "Resource": "*" }, { "Sid": "GlueDatalakePermissions", "Effect": "Allow", "Action": [ "glue:CreateTable", "glue:DeleteTable", "glue:BatchDeleteTable", "glue:UpdateTable", "glue:BatchCreatePartition", "glue:CreatePartition", "glue:DeletePartition", "glue:BatchDeletePartition", "glue:UpdatePartition", "glue:BatchGetPartition", "glue:BatchGetTableOptimizer", "glue:GetCatalogImportStatus", "glue:GetColumnStatisticsForPartition", "glue:GetColumnStatisticsForTable", "glue:GetColumnStatisticsTaskRun", "glue:GetColumnStatisticsTaskRuns", "glue:GetDatabase", "glue:GetDatabases", "glue:GetPartition", "glue:GetPartitionIndexes", "glue:GetPartitions", "glue:GetTable", "glue:GetTableOptimizer", "glue:GetTableVersion", "glue:GetTableVersions", "glue:GetTables", "glue:SearchTables", "glue:ListTableOptimizerRuns", "glue:CreatePartitionIndex", "glue:BatchUpdatePartition", "glue:DeleteTableVersion", "glue:DeleteColumnStatisticsForPartition", "glue:DeleteColumnStatisticsForTable", "glue:DeletePartitionIndex", "glue:UpdateColumnStatisticsForPartition", "glue:UpdateColumnStatisticsForTable", "glue:BatchDeleteTableVersion", "glue:GetCatalogs", "glue:GetCatalog", "glue:UpdateCatalog" ], "Resource": "*" }, { "Sid": "GlueCrawlerPermissions", "Effect": "Allow", "Action": "glue:ListCrawls", "Resource": "arn:aws:glue:*:*:crawler/*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "GlueGlobalTempDatabasePermissions", "Effect": "Allow", "Action": [ "glue:CreateDatabase", "glue:DeleteDatabase", "glue:GetDatabase" ], "Resource": [ "arn:aws:glue:*:*:database/global_temp", "arn:aws:glue:*:*:catalog" ] }, { "Sid": "GlueCatalogDatabasePermissions", "Effect": "Allow", "Action": [ "glue:CreateDatabase", "glue:DeleteDatabase", "glue:GetDatabase" ], "Resource": [ "arn:aws:glue:*:*:database/*", "arn:aws:glue:*:*:catalog/*" ] }, { "Sid": "GlueUnrestrictedPermissions", "Effect": "Allow", "Action": [ "glue:GetClassifier", "glue:GetClassifiers", "glue:GetConnection", "glue:GetConnections", "glue:GetDatabase", "glue:GetDatabases", "glue:UseGlueStudio", "glue:ListSessions", "glue:StartCompletion", "glue:GetCompletion", "glue:GetGeneratedCode", "glue:GetTags" ], "Resource": "*" }, { "Sid": "GluePermissionsWithResourceTag", "Effect": "Allow", "Action": [ "glue:PassConnection", "glue:GetSession", "glue:GetStatement", "glue:CancelStatement", "glue:ListStatements", "glue:TagResource", "glue:UntagResource", "glue:DeleteSession", "glue:RunStatement", "glue:StopSession", "glue:GetDashboardUrl", "glue:NotifyEvent", "glue:StartBlueprintRun", "glue:PutWorkflowRunProperties", "glue:DeleteJob", "glue:DeleteWorkflow", "glue:DeleteBlueprint", "glue:UpdateWorkflow", "glue:UpdateJob", "glue:StartWorkflowRun", "glue:ResumeWorkflowRun", "glue:UpdateBlueprint", "glue:BatchStopJobRun", "glue:StopWorkflowRun", "glue:StartJobRun", "glue:CancelDataQualityRuleRecommendationRun", "glue:CancelDataQualityRulesetEvaluationRun", "glue:DeleteDataQualityRuleset", "glue:GetDataQualityModel", "glue:GetDataQualityModelResult", "glue:GetDataQualityResult", "glue:GetDataQualityRuleRecommendationRun", "glue:GetDataQualityRuleset", "glue:GetDataQualityRulesetEvaluationRun", "glue:ListDataQualityResults", "glue:ListDataQualityRuleRecommendationRuns", "glue:ListDataQualityRulesetEvaluationRuns", "glue:ListDataQualityRulesets", "glue:PublishDataQuality", "glue:PutDataQualityProfileAnnotation", "glue:PutDataQualityStatisticAnnotation", "glue:StartDataQualityRuleRecommendationRun", "glue:StartDataQualityRulesetEvaluationRun", "glue:UpdateDataQualityRuleset" ], "Resource": "*", "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false" } } }, { "Sid": "GlueCreateAndTagPermissions", "Effect": "Allow", "Action": [ "glue:CreateSession", "glue:CreateBlueprint", "glue:CreateJob", "glue:CreateDataQualityRuleset", "glue:CreateWorkflow", "glue:TagResource" ], "Resource": "*", "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false" } } }, { "Sid": "IAMListRoles", "Effect": "Allow", "Action": [ "iam:ListRoles" ], "Resource": "*" }, { "Sid": "IAMGetRole", "Effect": "Allow", "Action": [ "iam:GetRole" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "IAMPassRolePermission", "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "arn:aws:iam::*:role/datazone*" ], "Condition": { "StringEquals": { "iam:PassedToService": [ "glue.amazonaws.com", "sagemaker.amazonaws.com", "ec2.amazonaws.com", "emr-serverless.amazonaws.com" ] } } }, { "Sid": "RedshiftDataActionsIAMSessionRestriction", "Effect": "Allow", "Action": [ "redshift-data:DescribeStatement", "redshift-data:GetStatementResult", "redshift-data:CancelStatement", "redshift-data:ListStatements" ], "Resource": "*", "Condition": { "StringEquals": { "redshift-data:statement-owner-iam-userid": "${aws:userid}" } } }, { "Sid": "RedshiftUnrestrictedPermissions", "Effect": "Allow", "Action": [ "redshift-serverless:ListNamespaces", "redshift-serverless:ListWorkgroups", "redshift:DescribeClusters", "sqlworkbench:PutTab", "sqlworkbench:DeleteTab", "sqlworkbench:DriverExecute", "sqlworkbench:GetUserInfo", "sqlworkbench:ListTabs", "sqlworkbench:GetAutocompletionMetadata", "sqlworkbench:GetAutocompletionResource", "sqlworkbench:PassAccountSettings", "sqlworkbench:ListQueryExecutionHistory", "sqlworkbench:GetQueryExecutionHistory", "sqlworkbench:CreateConnection", "sqlworkbench:PutQCustomContext", "sqlworkbench:GetQCustomContext", "sqlworkbench:DeleteQCustomContext", "sqlworkbench:GetQSqlRecommendations", "sqlworkbench:GetQSqlPromptQuotas", "tag:GetResources" ], "Resource": "*" }, { "Sid": "RedshiftPermissionsWithResourceTag", "Effect": "Allow", "Action": [ "redshift-serverless:GetNamespace", "redshift-serverless:GetWorkgroup", "redshift-serverless:ListTagsForResource", "redshift:DescribeTags" ], "Resource": "*", "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false" } } }, { "Sid": "AllowAccessExistingRedshiftCompute", "Effect": "Allow", "Action": [ "redshift-serverless:GetWorkgroup", "redshift-serverless:GetNamespace", "redshift-serverless:ListTagsForResource", "redshift-serverless:GetCredentials", "redshift:DescribeTags", "redshift:GetClusterCredentialsWithIAM", "redshift-data:BatchExecuteStatement", "redshift-data:ExecuteStatement", "redshift-data:DescribeTable", "redshift-data:ListDatabases", "redshift-data:ListSchemas", "redshift-data:ListTables" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceTag/for-use-with-all-datazone-projects": "true" } } }, { "Sid": "RedshiftDataActionsForManagedWorkgroup", "Effect": "Allow", "Action": [ "redshift-data:BatchExecuteStatement", "redshift-data:ExecuteStatement", "redshift-data:DescribeStatement", "redshift-data:GetStatementResult", "redshift-data:CancelStatement", "redshift-data:GetStagingBucketLocation", "redshift-serverless:GetManagedWorkgroup" ], "Resource": "*", "Condition": { "StringLike": { "redshift-data:glue-catalog-arn": "arn:aws:glue:*:*:catalog/*" } } }, { "Sid": "RedshifServerlessCredentialsForManagedWorkgroup", "Effect": "Allow", "Action": [ "redshift-serverless:GetCredentials" ], "Resource": "arn:aws:redshift-serverless:*:*:workgroup/*", "Condition": { "ForAnyValue:StringEquals": { "aws:CalledVia": "redshift-data.amazonaws.com" }, "Bool": { "aws:ViaAWSService": "true" } } }, { "Sid": "RedshiftExistingComputeConnectToCatalog", "Effect": "Allow", "Action": [ "redshift:GetClusterCredentialsWithIAM" ], "Resource": "arn:aws:redshift:*:*:dbname:*/*", "Condition": { "Bool": { "aws:ViaAWSService": "true" } } }, { "Sid": "GenerativeAIPermissions", "Effect": "Allow", "Action": [ "codewhisperer:GenerateRecommendations" ], "Resource": "*" }, { "Sid": "BedrockAppInferenceProfileInvocationPermissions", "Effect": "Allow", "Action": [ "bedrock:GetInferenceProfile", "bedrock:InvokeModel", "bedrock:InvokeModelWithResponseStream" ], "Resource": "arn:aws:bedrock:*:*:application-inference-profile/*", "Condition": { "Null": { "aws:ResourceTag/AmazonDataZoneProject": "false" } } }, { "Sid": "BedrockModelInvocationPermissions", "Effect": "Allow", "Action": [ "bedrock:InvokeModel", "bedrock:InvokeModelWithResponseStream" ], "Resource": [ "arn:aws:bedrock:*:*:*-model/*" ], "Condition": { "Null": { "bedrock:InferenceProfileArn": "false" } } }, { "Sid": "ManageNetworkPermissions", "Effect": "Allow", "Action": [ "ec2:AttachNetworkInterface", "ec2:CreateNetworkInterface", "ec2:CreateNetworkInterfacePermission", "ec2:CreateTags", "ec2:CreateVpcEndpoint", "ec2:DescribeNetworkInterfaces", "ec2:DescribeDhcpOptions", "ec2:DescribeVpcs", "ec2:DescribeVpcEndpoints", "ec2:DescribeSubnets", "ec2:DescribeRouteTables", "ec2:DescribeSecurityGroups", "ec2:DeleteNetworkInterface", "ec2:DetachNetworkInterface", "ec2:DeleteNetworkInterfacePermission", "ec2:DeleteTags" ], "Resource": "*" }, { "Sid": "SageMakerPermissions", "Effect": "Allow", "Action": [ "sagemaker:ListImageVersions", "sagemaker:ListTrainingJobs", "sagemaker:ListTransformJobs", "sagemaker:ListProcessingJobs", "sagemaker:ListAutoMLJobs", "sagemaker:ListCandidatesForAutoMLJob", "sagemaker:ListContexts", "sagemaker:ListHyperParameterTuningJobs", "sagemaker:ListTrainingJobsForHyperParameterTuningJob", "sagemaker:ListInferenceComponents", "sagemaker:ListEndpoints", "sagemaker:ListEndpointConfigs", "sagemaker:ListModels", "sagemaker:ListModelPackages", "sagemaker:ListModelPackageGroups", "sagemaker:ListModelMetadata", "sagemaker:ListMlflowTrackingServers", "sagemaker:ListArtifacts", "sagemaker:ListAssociations", "sagemaker:ListHubContents", "sagemaker:ListHubs", "sagemaker:ListPipelineExecutionSteps", "sagemaker:ListPipelineExecutions", "sagemaker:ListPipelineParametersForExecution", "sagemaker:ListPipelines", "sagemaker:ListApps", "sagemaker:ListDomains", "sagemaker:ListUserProfiles", "sagemaker:ListSpaces", "sagemaker:ListTags", "sagemaker:DescribeMlflowTrackingServer", "sagemaker:DescribeImageVersion", "sagemaker:DescribeImage", "sagemaker:DescribeInferenceComponent", "sagemaker:DescribeEndpointConfig", "sagemaker:DescribeModel", 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"glue:DeleteTableVersion", "glue:DeleteWorkflow", "glue:DescribeConnectionType", "glue:DescribeEntity", "glue:GetCatalog", "glue:GetCatalogImportStatus", "glue:GetCatalogs", "glue:GetClassifier", "glue:GetClassifiers", "glue:GetColumnStatisticsForPartition", "glue:GetColumnStatisticsForTable", "glue:GetColumnStatisticsTaskRun", "glue:GetColumnStatisticsTaskRuns", "glue:GetCompletion", "glue:GetConnection", "glue:GetConnections", "glue:GetDashboardUrl", "glue:GetDatabase", "glue:GetDatabases", "glue:GetDataQualityModel", "glue:GetDataQualityModelResult", "glue:GetDataQualityResult", "glue:GetDataQualityRuleRecommendationRun", "glue:GetDataQualityRuleset", "glue:GetDataQualityRulesetEvaluationRun", "glue:GetEntityRecords", "glue:GetGeneratedCode", "glue:GetPartition", "glue:GetPartitionIndexes", "glue:GetPartitions", "glue:GetSession", "glue:GetStatement", "glue:GetTable", "glue:GetTableOptimizer", "glue:GetTables", "glue:GetTableVersion", "glue:GetTableVersions", "glue:GetTags", "glue:GetUserDefinedFunction", "glue:GetUserDefinedFunctions", "glue:ListConnectionTypes", "glue:ListCrawls", "glue:ListDataQualityResults", "glue:ListDataQualityRuleRecommendationRuns", "glue:ListDataQualityRulesetEvaluationRuns", "glue:ListDataQualityRulesets", "glue:ListEntities", "glue:ListSessions", "glue:ListStatements", "glue:ListTableOptimizerRuns", "glue:NotifyEvent", "glue:PassConnection", "glue:PublishDataQuality", "glue:PutDataQualityProfileAnnotation", "glue:PutDataQualityStatisticAnnotation", "glue:PutWorkflowRunProperties", "glue:ResumeWorkflowRun", "glue:RunStatement", "glue:SearchTables", "glue:StartBlueprintRun", "glue:StartCompletion", "glue:StartDataQualityRuleRecommendationRun", "glue:StartDataQualityRulesetEvaluationRun", "glue:StartJobRun", "glue:StartWorkflowRun", "glue:StopSession", "glue:StopWorkflowRun", "glue:TagResource", "glue:UntagResource", "glue:UpdateBlueprint", "glue:UpdateCatalog", "glue:UpdateColumnStatisticsForPartition", "glue:UpdateColumnStatisticsForTable", "glue:UpdateDataQualityRuleset", "glue:UpdateJob", "glue:UpdatePartition", "glue:UpdateTable", "glue:UpdateWorkflow", "glue:UseGlueStudio", "iam:CreateServiceLinkedRole", "iam:GetRole", "iam:ListRoles", "iam:PassRole", "kms:CreateGrant", "kms:Decrypt", "kms:DescribeKey", "kms:Encrypt", "kms:GenerateDataKey", "kms:GenerateDataKeyWithoutPlaintext", "kms:GetPublicKey", "kms:ListAliases", "kms:ListGrants", "kms:ReEncryptFrom", "kms:ReEncryptTo", "kms:RevokeGrant", "lakeformation:GetDataAccess", "lambda:InvokeFunction", "logs:CreateLogGroup", "logs:CreateLogStream", "logs:DescribeLogGroups", "logs:DescribeLogStreams", "logs:FilterLogEvents", "logs:GetLogEvents", "logs:GetLogGroupFields", "logs:GetLogRecord", "logs:GetQueryResults", "logs:PutLogEvents", "logs:StartQuery", "logs:StopQuery", "pricing:GetProducts", "q:SendMessage", "q:StartConversation", "redshift-data:BatchExecuteStatement", "redshift-data:CancelStatement", "redshift-data:DescribeStatement", "redshift-data:DescribeTable", "redshift-data:ExecuteStatement", "redshift-data:GetStagingBucketLocation", "redshift-data:GetStatementResult", "redshift-data:ListDatabases", "redshift-data:ListSchemas", "redshift-data:ListStatements", "redshift-data:ListTables", "redshift-serverless:GetCredentials", "redshift-serverless:GetManagedWorkgroup", "redshift-serverless:GetNamespace", "redshift-serverless:GetWorkgroup", "redshift-serverless:ListNamespaces", "redshift-serverless:ListTagsForResource", "redshift-serverless:ListWorkgroups", "redshift:DescribeClusters", "redshift:DescribeTags", "redshift:GetClusterCredentialsWithIAM", "resource-groups:CreateGroup", "resource-groups:DeleteGroup", "resource-groups:GetGroupQuery", "resource-groups:ListGroupResources", "resource-groups:Tag", "s3:AbortMultipartUpload", "s3:DeleteObject", "s3:DeleteObjectVersion", "s3:GetAccountPublicAccessBlock", "s3:GetBucketLocation", "s3:GetEncryptionConfiguration", "s3:GetObject*", "s3:ListBucket", "s3:ListBucketVersions", "s3:ListMultipartUploadParts", "s3:PutObject", "s3:PutObjectRetention", "s3:PutObjectTagging", "s3:ReplicateObject", "s3:RestoreObject", "sagemaker-mlflow:AccessUI", "sagemaker-mlflow:CreateExperiment", "sagemaker-mlflow:CreateModelVersion", "sagemaker-mlflow:CreateRegisteredModel", "sagemaker-mlflow:CreateRun", "sagemaker-mlflow:DeleteExperiment", "sagemaker-mlflow:DeleteModelVersion", "sagemaker-mlflow:DeleteModelVersionTag", "sagemaker-mlflow:DeleteRegisteredModel", "sagemaker-mlflow:DeleteRegisteredModelAlias", "sagemaker-mlflow:DeleteRegisteredModelTag", "sagemaker-mlflow:DeleteRun", "sagemaker-mlflow:DeleteTag", "sagemaker-mlflow:GetDownloadURIForModelVersionArtifacts", "sagemaker-mlflow:GetExperiment", "sagemaker-mlflow:GetExperimentByName", "sagemaker-mlflow:GetLatestModelVersions", "sagemaker-mlflow:GetMetricHistory", "sagemaker-mlflow:GetModelVersion", "sagemaker-mlflow:GetModelVersionByAlias", "sagemaker-mlflow:GetRegisteredModel", "sagemaker-mlflow:GetRun", "sagemaker-mlflow:ListArtifacts", "sagemaker-mlflow:LogBatch", "sagemaker-mlflow:LogInputs", "sagemaker-mlflow:LogMetric", "sagemaker-mlflow:LogModel", "sagemaker-mlflow:LogParam", "sagemaker-mlflow:RenameRegisteredModel", "sagemaker-mlflow:RestoreExperiment", "sagemaker-mlflow:RestoreRun", "sagemaker-mlflow:SearchExperiments", "sagemaker-mlflow:SearchModelVersions", "sagemaker-mlflow:SearchRegisteredModels", "sagemaker-mlflow:SearchRuns", "sagemaker-mlflow:SetExperimentTag", "sagemaker-mlflow:SetRegisteredModelAlias", "sagemaker-mlflow:SetRegisteredModelTag", "sagemaker-mlflow:SetTag", "sagemaker-mlflow:TransitionModelVersionStage", "sagemaker-mlflow:UpdateExperiment", "sagemaker-mlflow:UpdateModelVersion", "sagemaker-mlflow:UpdateRegisteredModel", "sagemaker-mlflow:UpdateRun", "sagemaker:AddAssociation", "sagemaker:AddTags", "sagemaker:BatchDescribeModelPackage", "sagemaker:BatchGetMetrics", "sagemaker:BatchPutMetrics", "sagemaker:CallPartnerAppApi", "sagemaker:CreateAction", "sagemaker:CreateApp", "sagemaker:CreateArtifact", "sagemaker:CreateAutoMLJob", "sagemaker:CreateContext", "sagemaker:CreateEndpoint", "sagemaker:CreateEndpointConfig", "sagemaker:CreateHyperParameterTuningJob", "sagemaker:CreateInferenceComponent", "sagemaker:CreateInferenceRecommendationsJob", "sagemaker:CreateModel", "sagemaker:CreateModelPackage", "sagemaker:CreateModelPackageGroup", "sagemaker:CreatePartnerAppPresignedUrl", "sagemaker:CreatePipeline", "sagemaker:CreatePresignedDomainUrl", "sagemaker:CreatePresignedMlflowTrackingServerUrl", "sagemaker:CreateProcessingJob", "sagemaker:CreateSpace", "sagemaker:CreateTrainingJob", "sagemaker:CreateTransformJob", "sagemaker:CreateUserProfile", "sagemaker:DeleteAction", "sagemaker:DeleteApp", "sagemaker:DeleteArtifact", "sagemaker:DeleteAssociation", "sagemaker:DeleteContext", "sagemaker:DeleteEndpoint", "sagemaker:DeleteEndpointConfig", "sagemaker:DeleteInferenceComponent", "sagemaker:DeleteModel", "sagemaker:DeleteModelPackage", "sagemaker:DeleteModelPackageGroup", "sagemaker:DeletePipeline", "sagemaker:DeleteSpace", "sagemaker:DeleteTags", "sagemaker:DeleteUserProfile", "sagemaker:DescribeAction", "sagemaker:DescribeApp", "sagemaker:DescribeArtifact", "sagemaker:DescribeAutoMLJob", "sagemaker:DescribeContext", "sagemaker:DescribeDomain", "sagemaker:DescribeEndpoint", "sagemaker:DescribeEndpointConfig", "sagemaker:DescribeHyperParameterTuningJob", "sagemaker:DescribeImage", "sagemaker:DescribeImageVersion", "sagemaker:DescribeInferenceComponent", "sagemaker:DescribeInferenceRecommendationsJob", "sagemaker:DescribeMlflowTrackingServer", "sagemaker:DescribeModel", "sagemaker:DescribeModelPackage", "sagemaker:DescribeModelPackageGroup", "sagemaker:DescribeOptimizationJob", "sagemaker:DescribePartnerApp", "sagemaker:DescribePipeline", "sagemaker:DescribePipelineDefinitionForExecution", "sagemaker:DescribePipelineExecution", "sagemaker:DescribeProcessingJob", "sagemaker:DescribeSpace", "sagemaker:DescribeTrainingJob", "sagemaker:DescribeTransformJob", "sagemaker:DescribeTrialComponent", "sagemaker:DescribeUserProfile", "sagemaker:GetSearchSuggestions", "sagemaker:InvokeEndpoint", "sagemaker:InvokeEndpointAsync", "sagemaker:InvokeEndpointWithResponseStream", "sagemaker:ListApps", "sagemaker:ListArtifacts", "sagemaker:ListAssociations", "sagemaker:ListAutoMLJobs", "sagemaker:ListCandidatesForAutoMLJob", "sagemaker:ListContexts", "sagemaker:ListDomains", "sagemaker:ListEndpointConfigs", "sagemaker:ListEndpoints", "sagemaker:ListHubContents", "sagemaker:ListHubs", "sagemaker:ListHyperParameterTuningJobs", "sagemaker:ListImageVersions", "sagemaker:ListInferenceComponents", "sagemaker:ListMlflowTrackingServers", "sagemaker:ListModelMetadata", "sagemaker:ListModelPackageGroups", "sagemaker:ListModelPackages", "sagemaker:ListModels", "sagemaker:ListPartnerApps", "sagemaker:ListPipelineExecutions", "sagemaker:ListPipelineExecutionSteps", "sagemaker:ListPipelineParametersForExecution", "sagemaker:ListPipelines", "sagemaker:ListProcessingJobs", "sagemaker:ListSpaces", "sagemaker:ListTags", "sagemaker:ListTrainingJobs", "sagemaker:ListTrainingJobsForHyperParameterTuningJob", "sagemaker:ListTransformJobs", "sagemaker:ListUserProfiles", "sagemaker:QueryLineage", "sagemaker:RetryPipelineExecution", "sagemaker:Search", "sagemaker:SendPipelineExecutionStepFailure", "sagemaker:SendPipelineExecutionStepSuccess", "sagemaker:StartMlflowTrackingServer", "sagemaker:StartPipelineExecution", "sagemaker:StopAutoMLJob", "sagemaker:StopHyperParameterTuningJob", "sagemaker:StopMlflowTrackingServer", "sagemaker:StopPipelineExecution", "sagemaker:StopProcessingJob", "sagemaker:StopTrainingJob", "sagemaker:StopTransformJob", "sagemaker:UpdateEndpoint", "sagemaker:UpdateEndpointWeightsAndCapacities", "sagemaker:UpdateInferenceComponentRuntimeConfig", "sagemaker:UpdateMlflowTrackingServer", "sagemaker:UpdateModelPackage", "sagemaker:UpdatePipeline", "sagemaker:UpdatePipelineExecution", "sagemaker:UpdateSpace", "sagemaker:UpdateTrainingJob", "secretsmanager:DescribeSecret", "secretsmanager:GetSecretValue", "secretsmanager:ListSecrets", "secretsmanager:PutSecretValue", "sqlworkbench:CreateConnection", "sqlworkbench:DeleteQCustomContext", "sqlworkbench:DeleteTab", "sqlworkbench:DriverExecute", "sqlworkbench:GetAutocompletionMetadata", "sqlworkbench:GetAutocompletionResource", "sqlworkbench:GetQCustomContext", "sqlworkbench:GetQSqlPromptQuotas", "sqlworkbench:GetQSqlRecommendations", "sqlworkbench:GetQueryExecutionHistory", "sqlworkbench:GetUserInfo", "sqlworkbench:ListQueryExecutionHistory", "sqlworkbench:ListTabs", "sqlworkbench:PassAccountSettings", "sqlworkbench:PutQCustomContext", "sqlworkbench:PutTab", "sqs:ChangeMessageVisibility", "sqs:DeleteMessage", "sqs:GetQueueAttributes", "sqs:GetQueueUrl", "sqs:ReceiveMessage", "sqs:SendMessage", "ssm:GetParameter", "ssm:GetParameters", "ssm:GetParametersByPath", "sts:AssumeRole", "sts:GetCallerIdentity", "sts:SetSourceIdentity", "sts:TagSession", "tag:GetResources" ], "Resource": "*" } ] }