CreateFeatureGroupRequest
import type { CreateFeatureGroupRequest } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";
§Properties
The name of the feature that stores the EventTime
of a Record
in a FeatureGroup
.
An EventTime
is a point in time when a new event occurs that corresponds to the creation or update of a Record
in a FeatureGroup
.
All Records
in the FeatureGroup
must have a corresponding EventTime
.
An EventTime
can be a String
or Fractional
.
Fractional
:EventTime
feature values must be a Unix timestamp in seconds.String
:EventTime
feature values must be an ISO-8601 string in the format. The following formats are supportedyyyy-MM-dd'T'HH:mm:ssZ
andyyyy-MM-dd'T'HH:mm:ss.SSSZ
whereyyyy
,MM
, anddd
represent the year, month, and day respectively andHH
,mm
,ss
, and if applicable,SSS
represent the hour, month, second and milliseconds respsectively.'T'
andZ
are constants.
A list of Feature
names and types.
Name
and Type
is compulsory per Feature
.
Valid feature FeatureType
s are Integral
, Fractional
and String
.
FeatureName
s cannot be any of the following: is_deleted
, write_time
, api_invocation_time
You can create up to 2,500 FeatureDefinition
s per FeatureGroup
.
The name of the FeatureGroup
.
The name must be unique within an Amazon Web Services Region in an Amazon Web Services account.
The name:
- Must start and end with an alphanumeric character.
- Can only contain alphanumeric character and hyphens. Spaces are not allowed.
Use this to configure an OfflineFeatureStore
.
This parameter allows you to specify:
- The Amazon Simple Storage Service (Amazon S3) location of an
OfflineStore
. - A configuration for an Amazon Web Services Glue or Amazon Web Services Hive data catalog.
- An KMS encryption key to encrypt the Amazon S3 location used for
OfflineStore
. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your bucket-level key for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent. - Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg.
To learn more about this parameter, see "OfflineStoreConfig".
You can turn the OnlineStore
on or off by specifying True
for the EnableOnlineStore
flag in OnlineStoreConfig
; the default value is False
.
You can also include an Amazon Web Services KMS key ID (KMSKeyId
) for at-rest encryption of the OnlineStore
.
The name of the Feature
whose value uniquely identifies a Record
defined in the FeatureStore
.
Only the latest record per identifier value will be stored in the OnlineStore
.
RecordIdentifierFeatureName
must be one of feature definitions' names.
You use the RecordIdentifierFeatureName
to access data in a FeatureStore
.
This name:
- Must start and end with an alphanumeric character.
- Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed.