class Aws::SageMaker::Types::MonitoringSchedule

A schedule for a model monitoring job. For information about model monitor, see [Amazon SageMaker Model Monitor].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html

@!attribute [rw] monitoring_schedule_arn

The Amazon Resource Name (ARN) of the monitoring schedule.
@return [String]

@!attribute [rw] monitoring_schedule_name

The name of the monitoring schedule.
@return [String]

@!attribute [rw] monitoring_schedule_status

The status of the monitoring schedule. This can be one of the
following values.

* `PENDING` - The schedule is pending being created.

* `FAILED` - The schedule failed.

* `SCHEDULED` - The schedule was successfully created.

* `STOPPED` - The schedule was stopped.
@return [String]

@!attribute [rw] monitoring_type

The type of the monitoring job definition to schedule.
@return [String]

@!attribute [rw] failure_reason

If the monitoring schedule failed, the reason it failed.
@return [String]

@!attribute [rw] creation_time

The time that the monitoring schedule was created.
@return [Time]

@!attribute [rw] last_modified_time

The last time the monitoring schedule was changed.
@return [Time]

@!attribute [rw] monitoring_schedule_config

Configures the monitoring schedule and defines the monitoring job.
@return [Types::MonitoringScheduleConfig]

@!attribute [rw] endpoint_name

The endpoint that hosts the model being monitored.
@return [String]

@!attribute [rw] last_monitoring_execution_summary

Summary of information about the last monitoring job to run.
@return [Types::MonitoringExecutionSummary]

@!attribute [rw] tags

A list of the tags associated with the monitoring schedlue. For more
information, see [Tagging Amazon Web Services resources][1] in the
*Amazon Web Services General Reference Guide*.

[1]: https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html
@return [Array<Types::Tag>]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/MonitoringSchedule AWS API Documentation

Constants

SENSITIVE