AWS::SageMaker::FeatureGroup OnlineStoreConfig

Use this to specify the AWS Key Management Service (KMS) Key ID, or KMSKeyId, for at rest data encryption. You can turn OnlineStore on or off by specifying the EnableOnlineStore flag at General Assembly.

The default value is False.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "EnableOnlineStore" : Boolean,
  "SecurityConfig" : OnlineStoreSecurityConfig,
  "StorageType" : String,
  "TtlDuration" : TtlDuration
}

YAML

  EnableOnlineStore: Boolean
  SecurityConfig: 
    OnlineStoreSecurityConfig
  StorageType: String
  TtlDuration: 
    TtlDuration

Properties

EnableOnlineStore

Turn OnlineStore off by specifying False for the EnableOnlineStore flag. Turn OnlineStore on by specifying True for the EnableOnlineStore flag.

The default value is False.

Required: No

Type: Boolean

Update requires: Replacement

SecurityConfig

Use to specify KMS Key ID (KMSKeyId) for at-rest encryption of your OnlineStore.

Required: No

Type: OnlineStoreSecurityConfig

Update requires: Replacement

StorageType

Option for different tiers of low latency storage for real-time data retrieval.

• Standard: A managed low latency data store for feature groups.

• InMemory: A managed data store for feature groups that supports very low latency retrieval.

Required: No

Type: String

Allowed values: Standard | InMemory

Update requires: Replacement

TtlDuration

Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration. For information on HardDelete, see the DeleteRecord API in the Amazon SageMaker API Reference guide.

Required: No

Type: TtlDuration

Update requires: No interruption