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Paws-0.46
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/ Paws::SageMakerFeatureStoreRuntime

NAME

Paws::SageMakerFeatureStoreRuntime - Perl Interface to AWS Amazon SageMaker Feature Store Runtime

SYNOPSIS

use Paws;

my $obj = Paws->service('SageMakerFeatureStoreRuntime');
my $res = $obj->Method(
  Arg1 => $val1,
  Arg2 => [ 'V1', 'V2' ],
  # if Arg3 is an object, the HashRef will be used as arguments to the constructor
  # of the arguments type
  Arg3 => { Att1 => 'Val1' },
  # if Arg4 is an array of objects, the HashRefs will be passed as arguments to
  # the constructor of the arguments type
  Arg4 => [ { Att1 => 'Val1'  }, { Att1 => 'Val2' } ],
);

DESCRIPTION

Contains all data plane API operations and data types for the Amazon SageMaker Feature Store. Use this API to put, delete, and retrieve (get) features from a feature store.

Use the following operations to configure your OnlineStore and OfflineStore features, and to create and manage feature groups:

  • CreateFeatureGroup (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateFeatureGroup.html)

  • DeleteFeatureGroup (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DeleteFeatureGroup.html)

  • DescribeFeatureGroup (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeFeatureGroup.html)

  • ListFeatureGroups (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListFeatureGroups.html)

For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/featurestore-runtime.sagemaker-2020-07-01

METHODS

BatchGetRecord

Identifiers => ArrayRef[Paws::SageMakerFeatureStoreRuntime::BatchGetRecordIdentifier]

Each argument is described in detail in: Paws::SageMakerFeatureStoreRuntime::BatchGetRecord

Returns: a Paws::SageMakerFeatureStoreRuntime::BatchGetRecordResponse instance

Retrieves a batch of Records from a FeatureGroup.

DeleteRecord

EventTime => Str
FeatureGroupName => Str
RecordIdentifierValueAsString => Str

Each argument is described in detail in: Paws::SageMakerFeatureStoreRuntime::DeleteRecord

Returns: nothing

Deletes a Record from a FeatureGroup. A new record will show up in the OfflineStore when the DeleteRecord API is called. This record will have a value of True in the is_deleted column.

GetRecord

FeatureGroupName => Str
RecordIdentifierValueAsString => Str
[FeatureNames => ArrayRef[Str|Undef]]

Each argument is described in detail in: Paws::SageMakerFeatureStoreRuntime::GetRecord

Returns: a Paws::SageMakerFeatureStoreRuntime::GetRecordResponse instance

Use for OnlineStore serving from a FeatureStore. Only the latest records stored in the OnlineStore can be retrieved. If no Record with RecordIdentifierValue is found, then an empty result is returned.

PutRecord

FeatureGroupName => Str
Record => ArrayRef[Paws::SageMakerFeatureStoreRuntime::FeatureValue]

Each argument is described in detail in: Paws::SageMakerFeatureStoreRuntime::PutRecord

Returns: nothing

Used for data ingestion into the FeatureStore. The PutRecord API writes to both the OnlineStore and OfflineStore. If the record is the latest record for the recordIdentifier, the record is written to both the OnlineStore and OfflineStore. If the record is a historic record, it is written only to the OfflineStore.

PAGINATORS

Paginator methods are helpers that repetively call methods that return partial results

SEE ALSO

This service class forms part of Paws

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