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:BooleanSecurityConfig:OnlineStoreSecurityConfigStorageType:StringTtlDuration:TtlDuration
Properties
EnableOnlineStore-
Turn
OnlineStoreoff by specifyingFalsefor theEnableOnlineStoreflag. TurnOnlineStoreon by specifyingTruefor theEnableOnlineStoreflag.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 yourOnlineStore.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 | InMemoryUpdate 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
