Endpoint - Amazon SageMaker

Endpoint

A hosted endpoint for real-time inference.

Contents

CreationTime

The time that the endpoint was created.

Type: Timestamp

Required: Yes

DataCaptureConfig

The currently active data capture configuration used by your Endpoint.

Type: DataCaptureConfigSummary object

Required: No

EndpointArn

The Amazon Resource Name (ARN) of the endpoint.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:endpoint/.*

Required: Yes

EndpointConfigName

The endpoint configuration associated with the endpoint.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: Yes

EndpointName

The name of the endpoint.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: Yes

EndpointStatus

The status of the endpoint.

Type: String

Valid Values: OutOfService | Creating | Updating | SystemUpdating | RollingBack | InService | Deleting | Failed

Required: Yes

FailureReason

If the endpoint failed, the reason it failed.

Type: String

Length Constraints: Maximum length of 1024.

Required: No

LastModifiedTime

The last time the endpoint was modified.

Type: Timestamp

Required: Yes

MonitoringSchedules

A list of monitoring schedules for the endpoint. For information about model monitoring, see Amazon SageMaker Model Monitor.

Type: Array of MonitoringSchedule objects

Required: No

ProductionVariants

A list of the production variants hosted on the endpoint. Each production variant is a model.

Type: Array of ProductionVariantSummary objects

Array Members: Minimum number of 1 item.

Required: No

Tags

A list of the tags associated with the endpoint. 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: