NAME
Paws::SageMaker::FeatureGroup
USAGE
This class represents one of two things:
Arguments in a call to a service
Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.
As an example, if Att1 is expected to be a Paws::SageMaker::FeatureGroup object:
$service_obj->Method(Att1 => { CreationTime => $value, ..., Tags => $value });Results returned from an API call
Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::FeatureGroup object:
$result = $service_obj->Method(...);
$result->Att1->CreationTimeDESCRIPTION
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.
ATTRIBUTES
CreationTime => Str
The time a FeatureGroup was created.
Description => Str
A free form description of a FeatureGroup.
EventTimeFeatureName => Str
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.
FailureReason => Str
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.
FeatureDefinitions => ArrayRef[Paws::SageMaker::FeatureDefinition]
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.
FeatureGroupArn => Str
The Amazon Resource Name (ARN) of a FeatureGroup.
FeatureGroupName => Str
The name of the FeatureGroup.
FeatureGroupStatus => Str
A FeatureGroup status.
OfflineStoreConfig => Paws::SageMaker::OfflineStoreConfig
OfflineStoreStatus => Paws::SageMaker::OfflineStoreStatus
OnlineStoreConfig => Paws::SageMaker::OnlineStoreConfig
RecordIdentifierFeatureName => Str
The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.
RoleArn => Str
The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
Tags => ArrayRef[Paws::SageMaker::Tag]
Tags used to define a FeatureGroup.
SEE ALSO
This class forms part of Paws, describing an object used in Paws::SageMaker
BUGS and CONTRIBUTIONS
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues