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AmazonSageMakerCanvasDataPrepFullAccess
Beschreibung: Bietet vollen Zugriff auf SageMaker Amazon-Ressourcen und -Operationen für die Datenaufbereitung in Canvas. Die Richtlinie bietet auch ausgewählten Zugriff auf verwandte Dienste (z. B. S3, IAM, KMS, RDS, CloudWatch Logs, Redshift, Athena, Glue EventBridge, Secrets Manager). Diese Richtlinie sollte der Ausführungsrolle SageMaker Amazon-Domain/Benutzerprofil zugeordnet werden.
AmazonSageMakerCanvasDataPrepFullAccessist eine AWS verwaltete Richtlinie.
Diese Richtlinie wird verwendet
Sie können Verbindungen AmazonSageMakerCanvasDataPrepFullAccess zu Ihren Benutzern, Gruppen und Rollen herstellen.
Einzelheiten zu den Richtlinien
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Typ: AWS verwaltete Richtlinie
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Erstellungszeit: 27. Oktober 2023, 22:56 UTC
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Bearbeitete Zeit: 16. August 2024, 18:11 UTC
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ARN:
arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess
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 zum Zugriff auf eine AWS Ressource stellt, AWS überprüft er die Standardversion der Richtlinie, um festzustellen, ob die Anfrage zulässig ist.
JSON-Richtliniendokument
{ "Version" : "2012-10-17", "Statement" : [ { "Sid" : "SageMakerListFeatureGroupOperation", "Effect" : "Allow", "Action" : "sagemaker:ListFeatureGroups", "Resource" : "*" }, { "Sid" : "SageMakerFeatureGroupOperations", "Effect" : "Allow", "Action" : [ "sagemaker:CreateFeatureGroup", "sagemaker:DescribeFeatureGroup" ], "Resource" : "arn:aws:sagemaker:*:*:feature-group/*" }, { "Sid" : "SageMakerProcessingJobOperations", "Effect" : "Allow", "Action" : [ "sagemaker:CreateProcessingJob", "sagemaker:DescribeProcessingJob", "sagemaker:AddTags" ], "Resource" : "arn:aws:sagemaker:*:*:processing-job/*canvas-data-prep*" }, { "Sid" : "SageMakerProcessingJobListOperation", "Effect" : "Allow", "Action" : "sagemaker:ListProcessingJobs", "Resource" : "*" }, { "Sid" : "SageMakerPipelineOperations", "Effect" : "Allow", "Action" : [ "sagemaker:DescribePipeline", "sagemaker:CreatePipeline", "sagemaker:UpdatePipeline", "sagemaker:DeletePipeline", "sagemaker:StartPipelineExecution", "sagemaker:ListPipelineExecutionSteps", "sagemaker:DescribePipelineExecution" ], "Resource" : "arn:aws:sagemaker:*:*:pipeline/*canvas-data-prep*" }, { "Sid" : "KMSListOperations", "Effect" : "Allow", "Action" : "kms:ListAliases", "Resource" : "*" }, { "Sid" : "KMSOperations", "Effect" : "Allow", "Action" : "kms:DescribeKey", "Resource" : "arn:aws:kms:*:*:key/*" }, { "Sid" : "S3Operations", "Effect" : "Allow", "Action" : [ "s3:GetObject", "s3:PutObject", "s3:DeleteObject", "s3:GetBucketCors", "s3:GetBucketLocation", "s3:AbortMultipartUpload" ], "Resource" : [ "arn:aws:s3:::*SageMaker*", "arn:aws:s3:::*Sagemaker*", "arn:aws:s3:::*sagemaker*" ], "Condition" : { "StringEquals" : { "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "S3GetObjectOperation", "Effect" : "Allow", "Action" : "s3:GetObject", "Resource" : "arn:aws:s3:::*", "Condition" : { "StringEqualsIgnoreCase" : { "s3:ExistingObjectTag/SageMaker" : "true" }, "StringEquals" : { "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "S3ListOperations", "Effect" : "Allow", "Action" : [ "s3:ListBucket", "s3:ListAllMyBuckets" ], "Resource" : "*" }, { "Sid" : "IAMListOperations", "Effect" : "Allow", "Action" : "iam:ListRoles", "Resource" : "*" }, { "Sid" : "IAMGetOperations", "Effect" : "Allow", "Action" : "iam:GetRole", "Resource" : "arn:aws:iam::*:role/*" }, { "Sid" : "IAMPassOperation", "Effect" : "Allow", "Action" : "iam:PassRole", "Resource" : "arn:aws:iam::*:role/*", "Condition" : { "StringEquals" : { "iam:PassedToService" : [ "sagemaker.amazonaws.com", "events.amazonaws.com" ] } } }, { "Sid" : "EventBridgePutOperation", "Effect" : "Allow", "Action" : [ "events:PutRule" ], "Resource" : "arn:aws:events:*:*:rule/*", "Condition" : { "StringEquals" : { "aws:RequestTag/sagemaker:is-canvas-data-prep-job" : "true" } } }, { "Sid" : "EventBridgeOperations", "Effect" : "Allow", "Action" : [ "events:DescribeRule", "events:PutTargets" ], "Resource" : "arn:aws:events:*:*:rule/*", "Condition" : { "StringEquals" : { "aws:ResourceTag/sagemaker:is-canvas-data-prep-job" : "true" } } }, { "Sid" : "EventBridgeTagBasedOperations", "Effect" : "Allow", "Action" : [ "events:TagResource" ], "Resource" : "arn:aws:events:*:*:rule/*", "Condition" : { "StringEquals" : { "aws:RequestTag/sagemaker:is-canvas-data-prep-job" : "true", "aws:ResourceTag/sagemaker:is-canvas-data-prep-job" : "true" } } }, { "Sid" : "EventBridgeListTagOperation", "Effect" : "Allow", "Action" : "events:ListTagsForResource", "Resource" : "*" }, { "Sid" : "GlueOperations", "Effect" : "Allow", "Action" : [ "glue:GetDatabases", "glue:GetTable", "glue:GetTables", "glue:SearchTables" ], "Resource" : [ "arn:aws:glue:*:*:table/*", "arn:aws:glue:*:*:catalog", "arn:aws:glue:*:*:database/*" ] }, { "Sid" : "EMROperations", "Effect" : "Allow", "Action" : [ "elasticmapreduce:DescribeCluster", "elasticmapreduce:ListInstanceGroups" ], "Resource" : "arn:aws:elasticmapreduce:*:*:cluster/*" }, { "Sid" : "EMRListOperation", "Effect" : "Allow", "Action" : "elasticmapreduce:ListClusters", "Resource" : "*" }, { "Sid" : "AthenaListDataCatalogOperation", "Effect" : "Allow", "Action" : "athena:ListDataCatalogs", "Resource" : "*" }, { "Sid" : "AthenaQueryExecutionOperations", "Effect" : "Allow", "Action" : [ "athena:GetQueryExecution", "athena:GetQueryResults", "athena:StartQueryExecution", "athena:StopQueryExecution" ], "Resource" : "arn:aws:athena:*:*:workgroup/*" }, { "Sid" : "AthenaDataCatalogOperations", "Effect" : "Allow", "Action" : [ "athena:ListDatabases", "athena:ListTableMetadata" ], "Resource" : "arn:aws:athena:*:*:datacatalog/*" }, { "Sid" : "RedshiftOperations", "Effect" : "Allow", "Action" : [ "redshift-data:DescribeStatement", "redshift-data:CancelStatement", "redshift-data:GetStatementResult" ], "Resource" : "*" }, { "Sid" : "RedshiftArnBasedOperations", "Effect" : "Allow", "Action" : [ "redshift-data:ExecuteStatement", "redshift-data:ListSchemas", "redshift-data:ListTables" ], "Resource" : "arn:aws:redshift:*:*:cluster:*" }, { "Sid" : "RedshiftGetCredentialsOperation", "Effect" : "Allow", "Action" : "redshift:GetClusterCredentials", "Resource" : [ "arn:aws:redshift:*:*:dbuser:*/sagemaker_access*", "arn:aws:redshift:*:*:dbname:*" ] }, { "Sid" : "SecretsManagerARNBasedOperation", "Effect" : "Allow", "Action" : "secretsmanager:CreateSecret", "Resource" : "arn:aws:secretsmanager:*:*:secret:AmazonSageMaker-*" }, { "Sid" : "SecretManagerTagBasedOperation", "Effect" : "Allow", "Action" : [ "secretsmanager:DescribeSecret", "secretsmanager:GetSecretValue" ], "Resource" : "arn:aws:secretsmanager:*:*:secret:AmazonSageMaker-*", "Condition" : { "StringEquals" : { "aws:ResourceTag/SageMaker" : "true", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "RDSOperation", "Effect" : "Allow", "Action" : "rds:DescribeDBInstances", "Resource" : "*" }, { "Sid" : "LoggingOperation", "Effect" : "Allow", "Action" : [ "logs:CreateLogGroup", "logs:CreateLogStream", "logs:PutLogEvents" ], "Resource" : "arn:aws:logs:*:*:log-group:/aws/sagemaker/studio:*" }, { "Sid" : "EMRServerlessCreateApplicationOperation", "Effect" : "Allow", "Action" : "emr-serverless:CreateApplication", "Resource" : "arn:aws:emr-serverless:*:*:/*", "Condition" : { "StringEquals" : { "aws:RequestTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessListApplicationOperation", "Effect" : "Allow", "Action" : "emr-serverless:ListApplications", "Resource" : "arn:aws:emr-serverless:*:*:/*", "Condition" : { "StringEquals" : { "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessApplicationOperations", "Effect" : "Allow", "Action" : [ "emr-serverless:UpdateApplication", "emr-serverless:GetApplication" ], "Resource" : "arn:aws:emr-serverless:*:*:/applications/*", "Condition" : { "StringEquals" : { "aws:ResourceTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessStartJobRunOperation", "Effect" : "Allow", "Action" : "emr-serverless:StartJobRun", "Resource" : "arn:aws:emr-serverless:*:*:/applications/*", "Condition" : { "StringEquals" : { "aws:RequestTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessListJobRunOperation", "Effect" : "Allow", "Action" : "emr-serverless:ListJobRuns", "Resource" : "arn:aws:emr-serverless:*:*:/applications/*", "Condition" : { "StringEquals" : { "aws:ResourceTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessJobRunOperations", "Effect" : "Allow", "Action" : [ "emr-serverless:GetJobRun", "emr-serverless:CancelJobRun" ], "Resource" : "arn:aws:emr-serverless:*:*:/applications/*/jobruns/*", "Condition" : { "StringEquals" : { "aws:ResourceTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "EMRServerlessTagResourceOperation", "Effect" : "Allow", "Action" : "emr-serverless:TagResource", "Resource" : "arn:aws:emr-serverless:*:*:/*", "Condition" : { "StringEquals" : { "aws:RequestTag/sagemaker:is-canvas-resource" : "True", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } }, { "Sid" : "IAMPassOperationForEMRServerless", "Effect" : "Allow", "Action" : "iam:PassRole", "Resource" : [ "arn:aws:iam::*:role/service-role/AmazonSageMakerCanvasEMRSExecutionAccess-*", "arn:aws:iam::*:role/AmazonSageMakerCanvasEMRSExecutionAccess-*" ], "Condition" : { "StringEquals" : { "iam:PassedToService" : "emr-serverless.amazonaws.com", "aws:ResourceAccount" : "${aws:PrincipalAccount}" } } } ] }
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