SageMakerFeatureStoreRuntime
Service object for interacting with AWS SageMakerFeatureStoreRuntime service.
public struct SageMakerFeatureStoreRuntime: AWSService
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:
Inheritance
AWSService
Initializers
init(client:region:partition:endpoint:timeout:byteBufferAllocator:options:)
Initialize the SageMakerFeatureStoreRuntime client
public init(
client: AWSClient,
region: SotoCore.Region? = nil,
partition: AWSPartition = .aws,
endpoint: String? = nil,
timeout: TimeAmount? = nil,
byteBufferAllocator: ByteBufferAllocator = ByteBufferAllocator(),
options: AWSServiceConfig.Options = []
)
Parameters
- client: AWSClient used to process requests
- region: Region of server you want to communicate with. This will override the partition parameter.
- partition: AWS partition where service resides, standard (.aws), china (.awscn), government (.awsusgov).
- endpoint: Custom endpoint URL to use instead of standard AWS servers
- timeout: Timeout value for HTTP requests
init(from:patch:)
Initializer required by AWSService.with(middlewares:timeout:byteBufferAllocator:options)
. You are not able to use this initializer directly as there are no public initializers for AWSServiceConfig.Patch
. Please use AWSService.with(middlewares:timeout:byteBufferAllocator:options)
instead.
public init(from: SageMakerFeatureStoreRuntime, patch: AWSServiceConfig.Patch)
Properties
client
Client used for communication with AWS
public let client: AWSClient
config
Service configuration
public let config: AWSServiceConfig
Methods
batchGetRecord(_:logger:on:)
public func batchGetRecord(_ input: BatchGetRecordRequest, logger: Logger = AWSClient.loggingDisabled, on eventLoop: EventLoop? = nil) -> EventLoopFuture<BatchGetRecordResponse>
Retrieves a batch of Records
from a FeatureGroup
.
deleteRecord(_:logger:on:)
@discardableResult public func deleteRecord(_ input: DeleteRecordRequest, logger: Logger = AWSClient.loggingDisabled, on eventLoop: EventLoop? = nil) -> EventLoopFuture<Void>
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(_:logger:on:)
public func getRecord(_ input: GetRecordRequest, logger: Logger = AWSClient.loggingDisabled, on eventLoop: EventLoop? = nil) -> EventLoopFuture<GetRecordResponse>
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(_:logger:on:)
@discardableResult public func putRecord(_ input: PutRecordRequest, logger: Logger = AWSClient.loggingDisabled, on eventLoop: EventLoop? = nil) -> EventLoopFuture<Void>
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
.