package Paws::SageMaker::CreateFeatureGroup; use Moose; has Description => (is => 'ro', isa => 'Str'); has EventTimeFeatureName => (is => 'ro', isa => 'Str', required => 1); has FeatureDefinitions => (is => 'ro', isa => 'ArrayRef[Paws::SageMaker::FeatureDefinition]', required => 1); has FeatureGroupName => (is => 'ro', isa => 'Str', required => 1); has OfflineStoreConfig => (is => 'ro', isa => 'Paws::SageMaker::OfflineStoreConfig'); has OnlineStoreConfig => (is => 'ro', isa => 'Paws::SageMaker::OnlineStoreConfig'); has RecordIdentifierFeatureName => (is => 'ro', isa => 'Str', required => 1); has RoleArn => (is => 'ro', isa => 'Str'); has Tags => (is => 'ro', isa => 'ArrayRef[Paws::SageMaker::Tag]'); use MooseX::ClassAttribute; class_has _api_call => (isa => 'Str', is => 'ro', default => 'CreateFeatureGroup'); class_has _returns => (isa => 'Str', is => 'ro', default => 'Paws::SageMaker::CreateFeatureGroupResponse'); class_has _result_key => (isa => 'Str', is => 'ro'); 1; ### main pod documentation begin ### =head1 NAME Paws::SageMaker::CreateFeatureGroup - Arguments for method CreateFeatureGroup on L =head1 DESCRIPTION This class represents the parameters used for calling the method CreateFeatureGroup on the L service. Use the attributes of this class as arguments to method CreateFeatureGroup. You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateFeatureGroup. =head1 SYNOPSIS my $api.sagemaker = Paws->service('SageMaker'); my $CreateFeatureGroupResponse = $api . sagemaker->CreateFeatureGroup( EventTimeFeatureName => 'MyFeatureName', FeatureDefinitions => [ { FeatureName => 'MyFeatureName', # min: 1, max: 64 FeatureType => 'Integral', # values: Integral, Fractional, String; OPTIONAL }, ... ], FeatureGroupName => 'MyFeatureGroupName', RecordIdentifierFeatureName => 'MyFeatureName', Description => 'MyDescription', # OPTIONAL OfflineStoreConfig => { S3StorageConfig => { S3Uri => 'MyS3Uri', # max: 1024 KmsKeyId => 'MyKmsKeyId', # max: 2048; OPTIONAL ResolvedOutputS3Uri => 'MyS3Uri', # max: 1024 }, DataCatalogConfig => { Catalog => 'MyCatalog', # min: 1, max: 255 Database => 'MyDatabase', # min: 1, max: 255 TableName => 'MyTableName', # min: 1, max: 255 }, # OPTIONAL DisableGlueTableCreation => 1, # OPTIONAL }, # OPTIONAL OnlineStoreConfig => { EnableOnlineStore => 1, # OPTIONAL SecurityConfig => { KmsKeyId => 'MyKmsKeyId', # max: 2048; OPTIONAL }, # OPTIONAL }, # OPTIONAL RoleArn => 'MyRoleArn', # OPTIONAL Tags => [ { Key => 'MyTagKey', # min: 1, max: 128 Value => 'MyTagValue', # max: 256 }, ... ], # OPTIONAL ); # Results: my $FeatureGroupArn = $CreateFeatureGroupResponse->FeatureGroupArn; # Returns a L object. Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see L =head1 ATTRIBUTES =head2 Description => Str A free-form description of a C. =head2 B EventTimeFeatureName => Str The name of the feature that stores the C of a C in a C. An C is a point in time when a new event occurs that corresponds to the creation or update of a C in a C. All C in the C must have a corresponding C. An C can be a C or C. =over =item * C: C feature values must be a Unix timestamp in seconds. =item * C: C feature values must be an ISO-8601 string in the format. The following formats are supported C and C where C, C, and C

represent the year, month, and day respectively and C, C, C, and if applicable, C represent the hour, month, second and milliseconds respsectively. C<'T'> and C are constants. =back =head2 B FeatureDefinitions => ArrayRef[L] A list of C names and types. C and C is compulsory per C. Valid feature Cs are C, C and C. Cs cannot be any of the following: C, C, C You can create up to 2,500 Cs per C. =head2 B FeatureGroupName => Str The name of the C. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account. The name: =over =item * Must start and end with an alphanumeric character. =item * Can only contain alphanumeric character and hyphens. Spaces are not allowed. =back =head2 OfflineStoreConfig => L Use this to configure an C. This parameter allows you to specify: =over =item * The Amazon Simple Storage Service (Amazon S3) location of an C. =item * A configuration for an Amazon Web Services Glue or Amazon Web Services Hive data cataolgue. =item * An KMS encryption key to encrypt the Amazon S3 location used for C. =back To learn more about this parameter, see OfflineStoreConfig. =head2 OnlineStoreConfig => L You can turn the C on or off by specifying C for the C flag in C; the default value is C. You can also include an Amazon Web Services KMS key ID (C) for at-rest encryption of the C. =head2 B RecordIdentifierFeatureName => Str The name of the C whose value uniquely identifies a C defined in the C. Only the latest record per identifier value will be stored in the C. C must be one of feature definitions' names. You use the C to access data in a C. This name: =over =item * Must start and end with an alphanumeric character. =item * Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed. =back =head2 RoleArn => Str The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the C if an C is provided. =head2 Tags => ArrayRef[L] Tags used to identify C in each C. =head1 SEE ALSO This class forms part of L, documenting arguments for method CreateFeatureGroup in L =head1 BUGS and CONTRIBUTIONS The source code is located here: L Please report bugs to: L =cut