Class: Aws::SageMaker::Types::ProcessingJob

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#app_specificationTypes::AppSpecification

Configuration to run a processing job in a specified container image.



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_arnString

The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

The time the processing job was created.

Returns:

  • (Time)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#environmentHash<String,String>

Sets the environment variables in the Docker container.

Returns:

  • (Hash<String,String>)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#exit_messageString

A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#experiment_configTypes::ExperimentConfig

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



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reasonString

A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

The time the processing job was last modified.

Returns:

  • (Time)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_arnString

The ARN of a monitoring schedule for an endpoint associated with this processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#network_configTypes::NetworkConfig

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



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_end_timeTime

The time that the processing job ended.

Returns:

  • (Time)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_inputsArray<Types::ProcessingInput>

List of input configurations for the processing job.

Returns:



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_arnString

The ARN of the processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_nameString

The name of the processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_statusString

The status of the processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_output_configTypes::ProcessingOutputConfig

Configuration for uploading output from the processing container.



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_resourcesTypes::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.



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_start_timeTime

The time that the processing job started.

Returns:

  • (Time)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arnString

The ARN of the role used to create the processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditionTypes::ProcessingStoppingCondition

Configures conditions under which the processing job should be stopped, such as how long the processing job has been running. After the condition is met, the processing job is stopped.



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<Types::Tag>

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.

Returns:



37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_arnString

The ARN of the training job associated with this processing job.

Returns:

  • (String)


37133
37134
37135
37136
37137
37138
37139
37140
37141
37142
37143
37144
37145
37146
37147
37148
37149
37150
37151
37152
37153
37154
37155
37156
37157
37158
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37133

class ProcessingJob < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end