Amazon SageMaker - Amazon Step Functions
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Amazon SageMaker

These example templates show how Amazon Step Functions generates IAM policies based on the resources in your state machine definition. For more information, see:

Note

For these examples, [[roleArn]] refers to the Amazon Resource Name (ARN) of the IAM role that SageMaker uses to access model artifacts and docker images for deployment on ML compute instances, or for batch transform jobs. For more information, see Amazon SageMaker Roles.

CreateTrainingJob

Static resources

Run a Job (.sync)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTrainingJob", "sagemaker:DescribeTrainingJob", "sagemaker:StopTrainingJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:training-job/[[trainingJobName]]*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } }, { "Effect": "Allow", "Action": [ "events:PutTargets", "events:PutRule", "events:DescribeRule" ], "Resource": [ "arn:aws:events:[[region]]:[[accountId]]:rule/StepFunctionsGetEventsForSageMakerTrainingJobsRule" ] } ] }
Request Response and Callback (.waitForTaskToken)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTrainingJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:training-job/[[trainingJobName]]*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } } ] }

Dynamic resources

.sync or .waitForTaskToken
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTrainingJob", "sagemaker:DescribeTrainingJob", "sagemaker:StopTrainingJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:training-job/*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } }, { "Effect": "Allow", "Action": [ "events:PutTargets", "events:PutRule", "events:DescribeRule" ], "Resource": [ "arn:aws:events:[[region]]:[[accountId]]:rule/StepFunctionsGetEventsForSageMakerTrainingJobsRule" ] } ] }
Request Response and Callback (.waitForTaskToken)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTrainingJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:training-job/*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } } ] }

CreateTransformJob

Note

Amazon Step Functions will not automatically create a policy for CreateTransformJob when you create a state machine that integrates with SageMaker. You must attach an inline policy to the created role based on one of the following IAM examples.

Static resources

Run a Job (.sync)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTransformJob", "sagemaker:DescribeTransformJob", "sagemaker:StopTransformJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:transform-job/[[transformJobName]]*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } }, { "Effect": "Allow", "Action": [ "events:PutTargets", "events:PutRule", "events:DescribeRule" ], "Resource": [ "arn:aws:events:[[region]]:[[accountId]]:rule/StepFunctionsGetEventsForSageMakerTransformJobsRule" ] } ] }
Request Response and Callback (.waitForTaskToken)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTransformJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:transform-job/[[transformJobName]]*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } } ] }

Dynamic resources

Run a Job (.sync)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTransformJob", "sagemaker:DescribeTransformJob", "sagemaker:StopTransformJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:transform-job/*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } }, { "Effect": "Allow", "Action": [ "events:PutTargets", "events:PutRule", "events:DescribeRule" ], "Resource": [ "arn:aws:events:[[region]]:[[accountId]]:rule/StepFunctionsGetEventsForSageMakerTransformJobsRule" ] } ] }
Request Response and Callback (.waitForTaskToken)
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "sagemaker:CreateTransformJob" ], "Resource": [ "arn:aws:sagemaker:[[region]]:[[accountId]]:transform-job/*" ] }, { "Effect": "Allow", "Action": [ "sagemaker:ListTags" ], "Resource": [ "*" ] }, { "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "[[roleArn]]" ], "Condition": { "StringEquals": { "iam:PassedToService": "sagemaker.amazonaws.com" } } } ] }