pub struct CreateProcessingJob { /* private fields */ }
Expand description

Fluent builder constructing a request to CreateProcessingJob.

Creates a processing job.

Implementations

Sends the request and returns the response.

If an error occurs, an SdkError will be returned with additional details that can be matched against.

By default, any retryable failures will be retried twice. Retry behavior is configurable with the RetryConfig, which can be set when configuring the client.

Appends an item to ProcessingInputs.

To override the contents of this collection use set_processing_inputs.

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

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

Output configuration for the processing job.

Output configuration for the processing job.

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

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

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.

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.

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

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

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

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

Adds a key-value pair to Environment.

To override the contents of this collection use set_environment.

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

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

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.

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.

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

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

Appends an item to Tags.

To override the contents of this collection use set_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.

(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.

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

  • CreateProcessingJob

  • CreateTrainingJob

  • CreateTransformJob

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

  • CreateProcessingJob

  • CreateTrainingJob

  • CreateTransformJob

Trait Implementations

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Formats the value using the given formatter. Read more

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