AWS::SageMaker::ProcessingJob

SageMaker ProcessingJob

Resource Type definition for AWS::SageMaker::ProcessingJob

Properties

11 configurable properties. 3 required. Click a row to see details.

Filter:

Property	Type	Flags
`AppSpecification`	`AppSpecification`	RequiredCreate-only
`ProcessingResources`	`ProcessingResources`	RequiredCreate-only
`RoleArn`	`string`	RequiredCreate-only
`Environment`	`Environment`	Create-only
`ExperimentConfig`	`ExperimentConfig`	Create-only
`NetworkConfig`	`NetworkConfig`	Create-only
`ProcessingInputs`	`Array<ProcessingInputsObject>`	Create-only
`ProcessingJobName`	`string`	Create-only
`ProcessingOutputConfig`	`ProcessingOutputConfig`	Create-only
`StoppingCondition`	`StoppingCondition`	Create-only
`Tags`	`Array<Tag>`	Create-only

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

Attribute	Type	Description
`AutoMLJobArn`	`string`	The ARN of an AutoML job associated with this processing job.
`CreationTime`	`string`	The time at which the processing job was created.
`ExitMessage`	`string`	An optional string, up to one KB in size, that contains metadata from the processing container when the processing job exits.
`FailureReason`	`string`	A string, up to one KB in size, that contains the reason a processing job failed, if it failed.
`LastModifiedTime`	`string`	The time at which the processing job was last modified.
`MonitoringScheduleArn`	`string`	The ARN of a monitoring schedule for an endpoint associated with this processing job.
`ProcessingEndTime`	`string`	The time at which the processing job completed.
`ProcessingJobArn`	`string`	The Amazon Resource Name (ARN) of the processing job.
`ProcessingJobStatus`	`string`	Provides the status of a processing job.
`ProcessingStartTime`	`string`	The time at which the processing job started.
`TrainingJobArn`	`string`	The ARN of a training job associated with this processing job

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml

AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::ProcessingJob

Resources:
  MyResource:
    Type: AWS::SageMaker::ProcessingJob
    Properties:
      AppSpecification: "value"
      ProcessingResources: "value"
      RoleArn: "arn:aws:service:region:account:resource"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

ec2:CreateNetworkInterfaceec2:CreateNetworkInterfacePermissionec2:DeleteNetworkInterfaceec2:DeleteNetworkInterfacePermissionec2:DescribeNetworkInterfacesec2:DescribeVpcsec2:DescribeDhcpOptionsec2:DescribeSubnets

read

sagemaker:DescribeProcessingJobsagemaker:ListTags

delete

ec2:DeleteNetworkInterfaceec2:DeleteNetworkInterfacePermissionec2:DescribeNetworkInterfacesec2:DescribeVpcsec2:DescribeSubnetsec2:DescribeSecurityGroupssagemaker:StopProcessingJobsagemaker:DeleteProcessingJob

list

sagemaker:ListProcessingJobssagemaker:DescribeProcessingJobsagemaker:ListTags

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Quick Facts

ServiceSageMaker

Properties22

Required3

TaggingSupported

Primary IDProcessingJobArn

Supported Operations

CreateReadDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

AppSpecificationEnvironmentExperimentConfigNetworkConfigProcessingInputsProcessingJobNameProcessingOutputConfigProcessingResourcesRoleArnStoppingConditionTags

Related Resources

External Links

AWS Documentation