sagemakerfeaturestoreruntime/aws.sdk.kotlin.services.sagemakerfeaturestoreruntime/SageMakerFeatureStoreRuntimeClient

SageMakerFeatureStoreRuntimeClient

interface SageMakerFeatureStoreRuntimeClient : SdkClient

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:

Types

Builder

class Builder : AbstractSdkClientBuilder<SageMakerFeatureStoreRuntimeClient.Config, SageMakerFeatureStoreRuntimeClient.Config.Builder, SageMakerFeatureStoreRuntimeClient>

Companion

object Companion : AbstractAwsSdkClientFactory<SageMakerFeatureStoreRuntimeClient.Config, SageMakerFeatureStoreRuntimeClient.Config.Builder, SageMakerFeatureStoreRuntimeClient, SageMakerFeatureStoreRuntimeClient.Builder>

Config

class Config : AwsSdkClientConfig, CredentialsProviderConfig, HttpAuthConfig, HttpClientConfig, HttpEngineConfig, RetryClientConfig, RetryStrategyClientConfig, SdkClientConfig, TelemetryConfig

Properties

config

abstract override val config: SageMakerFeatureStoreRuntimeClient.Config

SageMakerFeatureStoreRuntimeClient's configuration

Functions

batchGetRecord

abstract suspend fun batchGetRecord(input: BatchGetRecordRequest): BatchGetRecordResponse

Retrieves a batch of Records from a FeatureGroup.

deleteRecord

abstract suspend fun deleteRecord(input: DeleteRecordRequest): DeleteRecordResponse

Deletes a Record from a FeatureGroup in the OnlineStore. Feature Store supports both SoftDelete and HardDelete. For SoftDelete (default), feature columns are set to null and the record is no longer retrievable by GetRecord or BatchGetRecord. For HardDelete, the complete Record is removed from the OnlineStore. In both cases, Feature Store appends the deleted record marker to the OfflineStore. The deleted record marker is a record with the same RecordIdentifer as the original, but with is_deleted value set to True, EventTime set to the delete input EventTime, and other feature values set to null.

getRecord

abstract suspend fun getRecord(input: GetRecordRequest): 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

abstract suspend fun putRecord(input: PutRecordRequest): PutRecordResponse

The PutRecord API is used to ingest a list of Records into your feature group.

Inherited functions

batchGetRecord

inline suspend fun SageMakerFeatureStoreRuntimeClient.batchGetRecord(crossinline block: BatchGetRecordRequest.Builder.() -> Unit): BatchGetRecordResponse

Retrieves a batch of Records from a FeatureGroup.

expect abstract fun close()

deleteRecord

inline suspend fun SageMakerFeatureStoreRuntimeClient.deleteRecord(crossinline block: DeleteRecordRequest.Builder.() -> Unit): DeleteRecordResponse

getRecord

inline suspend fun SageMakerFeatureStoreRuntimeClient.getRecord(crossinline block: GetRecordRequest.Builder.() -> Unit): GetRecordResponse

putRecord

inline suspend fun SageMakerFeatureStoreRuntimeClient.putRecord(crossinline block: PutRecordRequest.Builder.() -> Unit): PutRecordResponse

The PutRecord API is used to ingest a list of Records into your feature group.

withConfig

fun SageMakerFeatureStoreRuntimeClient.withConfig(block: SageMakerFeatureStoreRuntimeClient.Config.Builder.() -> Unit): SageMakerFeatureStoreRuntimeClient

Create a copy of the client with one or more configuration values overridden. This method allows the caller to perform scoped config overrides for one or more client operations.