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".

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

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>