/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

OnlineStoreConfig

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

OfflineStoreConfig

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

OfflineStoreStatus

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

OnlineStoreConfig

Accessible with the following methods

Method	Description
GET_ONLINESTORECONFIG()	Getter for ONLINESTORECONFIG

OfflineStoreConfig

OfflineStoreConfig

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

OfflineStoreStatus

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