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| Paws::SageMaker::FeatureGroup(3) | User Contributed Perl Documentation | Paws::SageMaker::FeatureGroup(3) |
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->CreationTime
DESCRIPTION
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 "Feature"s. Each "Feature" must include a "FeatureName" and a "FeatureType".
Valid "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".
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>
| 2022-06-01 | perl v5.40.2 |
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