AmazonSageMakerCanvasDataPrepFullAccess

Deskripsi: Menyediakan akses penuh ke SageMaker sumber daya Amazon dan operasi untuk persiapan data di Canvas. Kebijakan ini juga menyediakan akses tertentu ke layanan terkait (misalnya, S3,,,, CloudWatch Log IAMKMS, RedshiftRDS, Athena, Glue,, EventBridge Secrets Manager). Kebijakan ini harus dilampirkan ke peran eksekusi SageMaker Domain/Profil Pengguna Amazon.

AmazonSageMakerCanvasDataPrepFullAccessadalah kebijakan yang AWS dikelola.

Menggunakan kebijakan ini

Anda dapat melampirkan AmazonSageMakerCanvasDataPrepFullAccess ke pengguna, grup, dan peran Anda.

Rincian kebijakan

• Jenis: kebijakan AWS terkelola

• Waktu pembuatan: 27 Oktober 2023, 22:56 UTC

• Waktu yang telah diedit: 16 Agustus 2024, 18:11 UTC

• ARN: arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess

Versi kebijakan

Versi kebijakan: v4 (default)

Versi default kebijakan adalah versi yang menentukan izin untuk kebijakan tersebut. Saat pengguna atau peran dengan kebijakan membuat permintaan untuk mengakses AWS sumber daya, AWS periksa versi default kebijakan untuk menentukan apakah akan mengizinkan permintaan tersebut.

JSONdokumen kebijakan

{
  "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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• Memahami pembuatan versi untuk kebijakan IAM

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