Class: Aws::SageMaker::Types::DebugRuleConfiguration

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DebugRuleConfiguration

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass DebugRuleConfiguration data as a hash:

{
  rule_configuration_name: "RuleConfigurationName", # required
  local_path: "DirectoryPath",
  s3_output_path: "S3Uri",
  rule_evaluator_image: "AlgorithmImage", # required
  instance_type: "ml.t3.medium", # accepts ml.t3.medium, ml.t3.large, ml.t3.xlarge, ml.t3.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.8xlarge, ml.r5.12xlarge, ml.r5.16xlarge, ml.r5.24xlarge
  volume_size_in_gb: 1,
  rule_parameters: {
    "ConfigKey" => "ConfigValue",
  },
}

Configuration information for debugging rules.

See Also:

• AWS API Documentation

Instance Attribute Summary

• #instance_type ⇒ String

  The instance type to deploy for a training job.

• #local_path ⇒ String

  Path to local storage location for rules.

• #rule_configuration_name ⇒ String

  The name of the rule configuration.

• #rule_evaluator_image ⇒ String

  The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

• #rule_parameters ⇒ Hash<String,String>

  Runtime configuration for rule container.

• #s3_output_path ⇒ String

  Path to Amazon S3 storage location for rules.

• #volume_size_in_gb ⇒ Integer

  The size, in GB, of the ML storage volume attached to the notebook instance.

Instance Attribute Details

#instance_type ⇒ String

The instance type to deploy for a training job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#local_path ⇒ String

Path to local storage location for rules. Defaults to ‘/opt/ml/processing/output/rule/`.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#rule_configuration_name ⇒ String

The name of the rule configuration. It must be unique relative to other rule configuration names.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#rule_evaluator_image ⇒ String

The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#rule_parameters ⇒ Hash<String,String>

Runtime configuration for rule container.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#s3_output_path ⇒ String

Path to Amazon S3 storage location for rules.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end

#volume_size_in_gb ⇒ Integer

The size, in GB, of the ML storage volume attached to the notebook instance.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 5542

class DebugRuleConfiguration < Struct.new(
  :rule_configuration_name,
  :local_path,
  :s3_output_path,
  :rule_evaluator_image,
  :instance_type,
  :volume_size_in_gb,
  :rule_parameters)
  include Aws::Structure
end