Class: Aws::SageMaker::Types::CreateProcessingJobRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateProcessingJobRequest
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#app_specification ⇒ Types::AppSpecification
Configures the processing job to run a specified Docker container image.
-
#environment ⇒ Hash<String,String>
The environment variables to set in the Docker container.
-
#experiment_config ⇒ Types::ExperimentConfig
Associates a SageMaker job as a trial component with an experiment and trial.
-
#network_config ⇒ Types::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.
-
#processing_inputs ⇒ Array<Types::ProcessingInput>
An array of inputs configuring the data to download into the processing container.
-
#processing_job_name ⇒ String
The name of the processing job.
-
#processing_output_config ⇒ Types::ProcessingOutputConfig
Output configuration for the processing job.
-
#processing_resources ⇒ Types::ProcessingResources
Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.
-
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
-
#stopping_condition ⇒ Types::ProcessingStoppingCondition
The time limit for how long the processing job is allowed to run.
-
#tags ⇒ Array<Types::Tag>
(Optional) An array of key-value pairs.
Instance Attribute Details
#app_specification ⇒ Types::AppSpecification
Configures the processing job to run a specified Docker container image.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#environment ⇒ Hash<String,String>
The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#experiment_config ⇒ Types::ExperimentConfig
Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#network_config ⇒ Types::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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#processing_inputs ⇒ Array<Types::ProcessingInput>
An array of inputs configuring the data to download into the processing container.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#processing_job_name ⇒ String
The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#processing_output_config ⇒ Types::ProcessingOutputConfig
Output configuration for the processing job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#processing_resources ⇒ Types::ProcessingResources
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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#stopping_condition ⇒ Types::ProcessingStoppingCondition
The time limit for how long the processing job is allowed to run.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
(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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 8555 class CreateProcessingJobRequest < Struct.new( :processing_inputs, :processing_output_config, :processing_job_name, :processing_resources, :stopping_condition, :app_specification, :environment, :network_config, :role_arn, :tags, :experiment_config) SENSITIVE = [] include Aws::Structure end |