MonitoringSchedule
A schedule for a model monitoring job. For information about model monitor, see Amazon SageMaker Model Monitor.
Contents
- CreationTime
-
The time that the monitoring schedule was created.
Type: Timestamp
Required: No
- EndpointName
-
The endpoint that hosts the model being monitored.
Type: String
Length Constraints: Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}Required: No
- FailureReason
-
If the monitoring schedule failed, the reason it failed.
Type: String
Length Constraints: Maximum length of 1024.
Required: No
- LastModifiedTime
-
The last time the monitoring schedule was changed.
Type: Timestamp
Required: No
- LastMonitoringExecutionSummary
-
Summary of information about the last monitoring job to run.
Type: MonitoringExecutionSummary object
Required: No
- MonitoringScheduleArn
-
The Amazon Resource Name (ARN) of the monitoring schedule.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
.*Required: No
- MonitoringScheduleConfig
-
Configures the monitoring schedule and defines the monitoring job.
Type: MonitoringScheduleConfig object
Required: No
- MonitoringScheduleName
-
The name of the monitoring schedule.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$Required: No
- MonitoringScheduleStatus
-
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.
Type: String
Valid Values:
Pending | Failed | Scheduled | StoppedRequired: No
-
- MonitoringType
-
The type of the monitoring job definition to schedule.
Type: String
Valid Values:
DataQuality | ModelQuality | ModelBias | ModelExplainabilityRequired: No
- Tags
-
A list of the tags associated with the monitoring schedlue. For more information, see Tagging AWS resources in the AWS General Reference Guide.
Type: Array of Tag objects
Array Members: Minimum number of 0 items. Maximum number of 50 items.
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
