sagemaker_create_processing_job: Creates a processing job

View source: R/sagemaker_operations.R

sagemaker_create_processing_jobR Documentation

Creates a processing job

Description

Creates a processing job.

See https://www.paws-r-sdk.com/docs/sagemaker_create_processing_job/ for full documentation.

Usage

sagemaker_create_processing_job(
  ProcessingInputs = NULL,
  ProcessingOutputConfig = NULL,
  ProcessingJobName,
  ProcessingResources,
  StoppingCondition = NULL,
  AppSpecification,
  Environment = NULL,
  NetworkConfig = NULL,
  RoleArn,
  Tags = NULL,
  ExperimentConfig = NULL
)

Arguments

ProcessingInputs

An array of inputs configuring the data to download into the processing container.

ProcessingOutputConfig

Output configuration for the processing job.

ProcessingJobName

[required] The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

ProcessingResources

[required] Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

StoppingCondition

The time limit for how long the processing job is allowed to run.

AppSpecification

[required] Configures the processing job to run a specified Docker container image.

Environment

The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

NetworkConfig

Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

RoleArn

[required] The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Tags

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

ExperimentConfig

paws.machine.learning documentation built on Sept. 12, 2023, 1:14 a.m.