Class: Aws::SageMaker::Types::DescribeMonitoringScheduleResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeMonitoringScheduleResponse

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #creation_time ⇒ Time

  The time at which the monitoring job was created.

• #endpoint_name ⇒ String

  The name of the endpoint for the monitoring job.

• #failure_reason ⇒ String

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

• #last_modified_time ⇒ Time

  The time at which the monitoring job was last modified.

• #last_monitoring_execution_summary ⇒ Types::MonitoringExecutionSummary

  Describes metadata on the last execution to run, if there was one.

• #monitoring_schedule_arn ⇒ String

  The Amazon Resource Name (ARN) of the monitoring schedule.

• #monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

  The configuration object that specifies the monitoring schedule and defines the monitoring job.

• #monitoring_schedule_name ⇒ String

  Name of the monitoring schedule.

• #monitoring_schedule_status ⇒ String

  The status of an monitoring job.

• #monitoring_type ⇒ String

  The type of the monitoring job that this schedule runs.

Instance Attribute Details

#creation_time ⇒ Time

The time at which the monitoring job was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_name ⇒ String

The name of the endpoint for the monitoring job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The time at which the monitoring job was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#last_monitoring_execution_summary ⇒ Types::MonitoringExecutionSummary

Describes metadata on the last execution to run, if there was one.

Returns:

• (Types::MonitoringExecutionSummary)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_arn ⇒ String

The Amazon Resource Name (ARN) of the monitoring schedule.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_config ⇒ Types::MonitoringScheduleConfig

The configuration object that specifies the monitoring schedule and defines the monitoring job.

Returns:

• (Types::MonitoringScheduleConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_name ⇒ String

Name of the monitoring schedule.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_status ⇒ String

The status of an monitoring job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_type ⇒ String

The type of the monitoring job that this schedule runs. This is one of the following values.

• DATA_QUALITY - The schedule is for a data quality monitoring job.

• MODEL_QUALITY - The schedule is for a model quality monitoring job.

• MODEL_BIAS - The schedule is for a bias monitoring job.

• MODEL_EXPLAINABILITY - The schedule is for an explainability monitoring job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 17489

class DescribeMonitoringScheduleResponse < Struct.new(
  :monitoring_schedule_arn,
  :monitoring_schedule_name,
  :monitoring_schedule_status,
  :monitoring_type,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :monitoring_schedule_config,
  :endpoint_name,
  :last_monitoring_execution_summary)
  SENSITIVE = []
  include Aws::Structure
end