/AWS1/CL_SGMFEATUREGROUP

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

CONSTRUCTOR

IMPORTING

Optional arguments:

iv_featuregrouparn TYPE /AWS1/SGMFEATUREGROUPARN /AWS1/SGMFEATUREGROUPARN

The Amazon Resource Name (ARN) of a FeatureGroup.

iv_featuregroupname TYPE /AWS1/SGMFEATUREGROUPNAME /AWS1/SGMFEATUREGROUPNAME

The name of the FeatureGroup.

iv_recordidfeaturename TYPE /AWS1/SGMFEATURENAME /AWS1/SGMFEATURENAME

The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.

iv_eventtimefeaturename TYPE /AWS1/SGMFEATURENAME /AWS1/SGMFEATURENAME

The name of the feature that stores the EventTime of a Record in a FeatureGroup.

A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup. All Records in the FeatureGroup must have a corresponding EventTime.

it_featuredefinitions TYPE /AWS1/CL_SGMFEATUREDEFINITION=>TT_FEATUREDEFINITIONS TT_FEATUREDEFINITIONS

A list of Features. Each Feature must include a FeatureName and a FeatureType.

Valid FeatureTypes are Integral, Fractional and String.

FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.

You can create up to 2,500 FeatureDefinitions per FeatureGroup.

iv_creationtime TYPE /AWS1/SGMCREATIONTIME /AWS1/SGMCREATIONTIME

The time a FeatureGroup was created.

iv_lastmodifiedtime TYPE /AWS1/SGMLASTMODIFIEDTIME /AWS1/SGMLASTMODIFIEDTIME

A timestamp indicating the last time you updated the feature group.

io_onlinestoreconfig TYPE REF TO /AWS1/CL_SGMONLINESTORECONFIG /AWS1/CL_SGMONLINESTORECONFIG

Use this to specify the Amazon Web Services 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.

io_offlinestoreconfig TYPE REF TO /AWS1/CL_SGMOFFLINESTORECONFIG /AWS1/CL_SGMOFFLINESTORECONFIG

The configuration of an OfflineStore.

Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create an OfflineStore.

To encrypt an OfflineStore using at rest data encryption, specify Amazon Web Services Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

iv_rolearn TYPE /AWS1/SGMROLEARN /AWS1/SGMROLEARN

The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

iv_featuregroupstatus TYPE /AWS1/SGMFEATUREGROUPSTATUS /AWS1/SGMFEATUREGROUPSTATUS

A FeatureGroup status.

io_offlinestorestatus TYPE REF TO /AWS1/CL_SGMOFFLINESTORESTATUS /AWS1/CL_SGMOFFLINESTORESTATUS

The status of OfflineStore.

io_lastupdatestatus TYPE REF TO /AWS1/CL_SGMLASTUPDATESTATUS /AWS1/CL_SGMLASTUPDATESTATUS

A value that indicates whether the feature group was updated successfully.

iv_failurereason TYPE /AWS1/SGMFAILUREREASON /AWS1/SGMFAILUREREASON

The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.

iv_description TYPE /AWS1/SGMDESCRIPTION /AWS1/SGMDESCRIPTION

A free form description of a FeatureGroup.

it_tags TYPE /AWS1/CL_SGMTAG=>TT_TAGLIST TT_TAGLIST

Tags used to define a FeatureGroup.

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Queryable Attributes

FeatureGroupArn

The Amazon Resource Name (ARN) of a FeatureGroup.

Accessible with the following methods

Method	Description
GET_FEATUREGROUPARN()	Getter for FEATUREGROUPARN, with configurable default
ASK_FEATUREGROUPARN()	Getter for FEATUREGROUPARN w/ exceptions if field has no val
HAS_FEATUREGROUPARN()	Determine if FEATUREGROUPARN has a value

FeatureGroupName

The name of the FeatureGroup.

Accessible with the following methods

Method	Description
GET_FEATUREGROUPNAME()	Getter for FEATUREGROUPNAME, with configurable default
ASK_FEATUREGROUPNAME()	Getter for FEATUREGROUPNAME w/ exceptions if field has no va
HAS_FEATUREGROUPNAME()	Determine if FEATUREGROUPNAME has a value

RecordIdentifierFeatureName

The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.

Accessible with the following methods

Method	Description
GET_RECORDIDFEATURENAME()	Getter for RECORDIDENTIFIERFEATURENAME, with configurable de
ASK_RECORDIDFEATURENAME()	Getter for RECORDIDENTIFIERFEATURENAME w/ exceptions if fiel
HAS_RECORDIDFEATURENAME()	Determine if RECORDIDENTIFIERFEATURENAME has a value

EventTimeFeatureName

The name of the feature that stores the EventTime of a Record in a FeatureGroup.

A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup. All Records in the FeatureGroup must have a corresponding EventTime.

Accessible with the following methods

Method	Description
GET_EVENTTIMEFEATURENAME()	Getter for EVENTTIMEFEATURENAME, with configurable default
ASK_EVENTTIMEFEATURENAME()	Getter for EVENTTIMEFEATURENAME w/ exceptions if field has n
HAS_EVENTTIMEFEATURENAME()	Determine if EVENTTIMEFEATURENAME has a value

FeatureDefinitions

A list of Features. Each Feature must include a FeatureName and a FeatureType.

Valid FeatureTypes are Integral, Fractional and String.

FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.

You can create up to 2,500 FeatureDefinitions per FeatureGroup.

Accessible with the following methods

Method	Description
GET_FEATUREDEFINITIONS()	Getter for FEATUREDEFINITIONS, with configurable default
ASK_FEATUREDEFINITIONS()	Getter for FEATUREDEFINITIONS w/ exceptions if field has no
HAS_FEATUREDEFINITIONS()	Determine if FEATUREDEFINITIONS has a value

CreationTime

The time a FeatureGroup was created.

Accessible with the following methods

Method	Description
GET_CREATIONTIME()	Getter for CREATIONTIME, with configurable default
ASK_CREATIONTIME()	Getter for CREATIONTIME w/ exceptions if field has no value
HAS_CREATIONTIME()	Determine if CREATIONTIME has a value

LastModifiedTime

A timestamp indicating the last time you updated the feature group.

Accessible with the following methods

Method	Description
GET_LASTMODIFIEDTIME()	Getter for LASTMODIFIEDTIME, with configurable default
ASK_LASTMODIFIEDTIME()	Getter for LASTMODIFIEDTIME w/ exceptions if field has no va
HAS_LASTMODIFIEDTIME()	Determine if LASTMODIFIEDTIME has a value

OnlineStoreConfig

Use this to specify the Amazon Web Services 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.

Accessible with the following methods

Method	Description
GET_ONLINESTORECONFIG()	Getter for ONLINESTORECONFIG

OfflineStoreConfig

The configuration of an OfflineStore.

Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create an OfflineStore.

To encrypt an OfflineStore using at rest data encryption, specify Amazon Web Services Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

Accessible with the following methods

Method	Description
GET_OFFLINESTORECONFIG()	Getter for OFFLINESTORECONFIG

RoleArn

The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

Accessible with the following methods

Method	Description
GET_ROLEARN()	Getter for ROLEARN, with configurable default
ASK_ROLEARN()	Getter for ROLEARN w/ exceptions if field has no value
HAS_ROLEARN()	Determine if ROLEARN has a value

FeatureGroupStatus

A FeatureGroup status.

Accessible with the following methods

Method	Description
GET_FEATUREGROUPSTATUS()	Getter for FEATUREGROUPSTATUS, with configurable default
ASK_FEATUREGROUPSTATUS()	Getter for FEATUREGROUPSTATUS w/ exceptions if field has no
HAS_FEATUREGROUPSTATUS()	Determine if FEATUREGROUPSTATUS has a value

OfflineStoreStatus

The status of OfflineStore.

Accessible with the following methods

Method	Description
GET_OFFLINESTORESTATUS()	Getter for OFFLINESTORESTATUS

LastUpdateStatus

A value that indicates whether the feature group was updated successfully.

Accessible with the following methods

Method	Description
GET_LASTUPDATESTATUS()	Getter for LASTUPDATESTATUS

FailureReason

The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.

Accessible with the following methods

Method	Description
GET_FAILUREREASON()	Getter for FAILUREREASON, with configurable default
ASK_FAILUREREASON()	Getter for FAILUREREASON w/ exceptions if field has no value
HAS_FAILUREREASON()	Determine if FAILUREREASON has a value

Description

A free form description of a FeatureGroup.

Accessible with the following methods

Method	Description
GET_DESCRIPTION()	Getter for DESCRIPTION, with configurable default
ASK_DESCRIPTION()	Getter for DESCRIPTION w/ exceptions if field has no value
HAS_DESCRIPTION()	Determine if DESCRIPTION has a value

Tags

Tags used to define a FeatureGroup.

Accessible with the following methods

Method	Description
GET_TAGS()	Getter for TAGS, with configurable default
ASK_TAGS()	Getter for TAGS w/ exceptions if field has no value
HAS_TAGS()	Determine if TAGS has a value