sagemakerfeaturestoreruntime

package
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 Go to latest Published: Dec 20, 2024 License: Apache-2.0, Apache-2.0 Imports: 9 Imported by: 0

Documentation

Overview

Package sagemakerfeaturestoreruntime provides the client and types for making API requests to Amazon SageMaker Feature Store Runtime.

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:

See https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01 for more information on this service.

See sagemakerfeaturestoreruntime package documentation for more information. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemakerfeaturestoreruntime/

Using the Client

To contact Amazon SageMaker Feature Store Runtime with the SDK use the New function to create a new service client. With that client you can make API requests to the service. These clients are safe to use concurrently.

See the SDK's documentation for more information on how to use the SDK. https://docs.aws.amazon.com/sdk-for-go/api/

See aws.Config documentation for more information on configuring SDK clients. https://docs.aws.amazon.com/sdk-for-go/api/aws/#Config

See the Amazon SageMaker Feature Store Runtime client SageMakerFeatureStoreRuntime for more information on creating client for this service. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemakerfeaturestoreruntime/#New

Index

Constants

View Source 
const (
	// DeletionModeSoftDelete is a DeletionMode enum value
	DeletionModeSoftDelete = "SoftDelete"

	// DeletionModeHardDelete is a DeletionMode enum value
	DeletionModeHardDelete = "HardDelete"
)
View Source 
const (
	// ExpirationTimeResponseEnabled is a ExpirationTimeResponse enum value
	ExpirationTimeResponseEnabled = "Enabled"

	// ExpirationTimeResponseDisabled is a ExpirationTimeResponse enum value
	ExpirationTimeResponseDisabled = "Disabled"
)
View Source 
const (
	// TargetStoreOnlineStore is a TargetStore enum value
	TargetStoreOnlineStore = "OnlineStore"

	// TargetStoreOfflineStore is a TargetStore enum value
	TargetStoreOfflineStore = "OfflineStore"
)
View Source 
const (
	// TtlDurationUnitSeconds is a TtlDurationUnit enum value
	TtlDurationUnitSeconds = "Seconds"

	// TtlDurationUnitMinutes is a TtlDurationUnit enum value
	TtlDurationUnitMinutes = "Minutes"

	// TtlDurationUnitHours is a TtlDurationUnit enum value
	TtlDurationUnitHours = "Hours"

	// TtlDurationUnitDays is a TtlDurationUnit enum value
	TtlDurationUnitDays = "Days"

	// TtlDurationUnitWeeks is a TtlDurationUnit enum value
	TtlDurationUnitWeeks = "Weeks"
)
View Source 
const (

	// ErrCodeAccessForbidden for service response error code
	// "AccessForbidden".
	//
	// You do not have permission to perform an action.
	ErrCodeAccessForbidden = "AccessForbidden"

	// ErrCodeInternalFailure for service response error code
	// "InternalFailure".
	//
	// An internal failure occurred. Try your request again. If the problem persists,
	// contact Amazon Web Services customer support.
	ErrCodeInternalFailure = "InternalFailure"

	// ErrCodeResourceNotFound for service response error code
	// "ResourceNotFound".
	//
	// A resource that is required to perform an action was not found.
	ErrCodeResourceNotFound = "ResourceNotFound"

	// ErrCodeServiceUnavailable for service response error code
	// "ServiceUnavailable".
	//
	// The service is currently unavailable.
	ErrCodeServiceUnavailable = "ServiceUnavailable"

	// ErrCodeValidationError for service response error code
	// "ValidationError".
	//
	// There was an error validating your request.
	ErrCodeValidationError = "ValidationError"
)
View Source 
const (
	ServiceName = "SageMaker FeatureStore Runtime" // Name of service.
	EndpointsID = "featurestore-runtime.sagemaker" // ID to lookup a service endpoint with.
	ServiceID   = "SageMaker FeatureStore Runtime" // ServiceID is a unique identifier of a specific service.
)

Service information constants

Variables

This section is empty.

Functions

func DeletionMode_Values 

func DeletionMode_Values() []string

DeletionMode_Values returns all elements of the DeletionMode enum

func ExpirationTimeResponse_Values 

func ExpirationTimeResponse_Values() []string

ExpirationTimeResponse_Values returns all elements of the ExpirationTimeResponse enum

func TargetStore_Values 

func TargetStore_Values() []string

TargetStore_Values returns all elements of the TargetStore enum

func TtlDurationUnit_Values 

func TtlDurationUnit_Values() []string

TtlDurationUnit_Values returns all elements of the TtlDurationUnit enum

Types

type AccessForbidden 

type AccessForbidden struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

You do not have permission to perform an action.

func (*AccessForbidden) Code 

func (s *AccessForbidden) Code() string

Code returns the exception type name.

func (*AccessForbidden) Error 

func (s *AccessForbidden) Error() string

func (AccessForbidden) GoString 

func (s AccessForbidden) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*AccessForbidden) Message 

func (s *AccessForbidden) Message() string

Message returns the exception's message.

func (*AccessForbidden) OrigErr 

func (s *AccessForbidden) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*AccessForbidden) RequestID 

func (s *AccessForbidden) RequestID() string

RequestID returns the service's response RequestID for request.

func (*AccessForbidden) StatusCode 

func (s *AccessForbidden) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (AccessForbidden) String 

func (s AccessForbidden) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type BatchGetRecordError 

type BatchGetRecordError struct {

	// The error code of an error that has occurred when attempting to retrieve
	// a batch of Records. For more information on errors, see Errors (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_GetRecord.html#API_feature_store_GetRecord_Errors).
	//
	// ErrorCode is a required field
	ErrorCode *string `type:"string" required:"true"`

	// The error message of an error that has occurred when attempting to retrieve
	// a record in the batch.
	//
	// ErrorMessage is a required field
	ErrorMessage *string `type:"string" required:"true"`

	// The name of the feature group that the record belongs to.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `type:"string" required:"true"`

	// The value for the RecordIdentifier in string format of a Record from a FeatureGroup
	// that is causing an error when attempting to be retrieved.
	//
	// RecordIdentifierValueAsString is a required field
	RecordIdentifierValueAsString *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

The error that has occurred when attempting to retrieve a batch of Records.

func (BatchGetRecordError) GoString 

func (s BatchGetRecordError) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordError) SetErrorCode 

func (s *BatchGetRecordError) SetErrorCode(v string) *BatchGetRecordError

SetErrorCode sets the ErrorCode field's value.

func (*BatchGetRecordError) SetErrorMessage 

func (s *BatchGetRecordError) SetErrorMessage(v string) *BatchGetRecordError

SetErrorMessage sets the ErrorMessage field's value.

func (*BatchGetRecordError) SetFeatureGroupName 

func (s *BatchGetRecordError) SetFeatureGroupName(v string) *BatchGetRecordError

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*BatchGetRecordError) SetRecordIdentifierValueAsString 

func (s *BatchGetRecordError) SetRecordIdentifierValueAsString(v string) *BatchGetRecordError

SetRecordIdentifierValueAsString sets the RecordIdentifierValueAsString field's value.

func (BatchGetRecordError) String 

func (s BatchGetRecordError) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type BatchGetRecordIdentifier 

type BatchGetRecordIdentifier struct {

	// The name or Amazon Resource Name (ARN) of the FeatureGroup containing the
	// records you are retrieving in a batch.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `min:"1" type:"string" required:"true"`

	// List of names of Features to be retrieved. If not specified, the latest value
	// for all the Features are returned.
	FeatureNames []*string `min:"1" type:"list"`

	// The value for a list of record identifiers in string format.
	//
	// RecordIdentifiersValueAsString is a required field
	RecordIdentifiersValueAsString []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

The identifier that identifies the batch of Records you are retrieving in a batch.

func (BatchGetRecordIdentifier) GoString 

func (s BatchGetRecordIdentifier) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordIdentifier) SetFeatureGroupName 

func (s *BatchGetRecordIdentifier) SetFeatureGroupName(v string) *BatchGetRecordIdentifier

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*BatchGetRecordIdentifier) SetFeatureNames 

func (s *BatchGetRecordIdentifier) SetFeatureNames(v []*string) *BatchGetRecordIdentifier

SetFeatureNames sets the FeatureNames field's value.

func (*BatchGetRecordIdentifier) SetRecordIdentifiersValueAsString 

func (s *BatchGetRecordIdentifier) SetRecordIdentifiersValueAsString(v []*string) *BatchGetRecordIdentifier

SetRecordIdentifiersValueAsString sets the RecordIdentifiersValueAsString field's value.

func (BatchGetRecordIdentifier) String 

func (s BatchGetRecordIdentifier) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordIdentifier) Validate 

func (s *BatchGetRecordIdentifier) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type BatchGetRecordInput 

type BatchGetRecordInput struct {

	// Parameter to request ExpiresAt in response. If Enabled, BatchGetRecord will
	// return the value of ExpiresAt, if it is not null. If Disabled and null, BatchGetRecord
	// will return null.
	ExpirationTimeResponse *string `type:"string" enum:"ExpirationTimeResponse"`

	// A list containing the name or Amazon Resource Name (ARN) of the FeatureGroup,
	// the list of names of Features to be retrieved, and the corresponding RecordIdentifier
	// values as strings.
	//
	// Identifiers is a required field
	Identifiers []*BatchGetRecordIdentifier `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (BatchGetRecordInput) GoString 

func (s BatchGetRecordInput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordInput) SetExpirationTimeResponse 

func (s *BatchGetRecordInput) SetExpirationTimeResponse(v string) *BatchGetRecordInput

SetExpirationTimeResponse sets the ExpirationTimeResponse field's value.

func (*BatchGetRecordInput) SetIdentifiers 

func (s *BatchGetRecordInput) SetIdentifiers(v []*BatchGetRecordIdentifier) *BatchGetRecordInput

SetIdentifiers sets the Identifiers field's value.

func (BatchGetRecordInput) String 

func (s BatchGetRecordInput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordInput) Validate 

func (s *BatchGetRecordInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type BatchGetRecordOutput 

type BatchGetRecordOutput struct {

	// A list of errors that have occurred when retrieving a batch of Records.
	//
	// Errors is a required field
	Errors []*BatchGetRecordError `type:"list" required:"true"`

	// A list of Records you requested to be retrieved in batch.
	//
	// Records is a required field
	Records []*BatchGetRecordResultDetail `type:"list" required:"true"`

	// A unprocessed list of FeatureGroup names, with their corresponding RecordIdentifier
	// value, and Feature name.
	//
	// UnprocessedIdentifiers is a required field
	UnprocessedIdentifiers []*BatchGetRecordIdentifier `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (BatchGetRecordOutput) GoString 

func (s BatchGetRecordOutput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordOutput) SetErrors 

func (s *BatchGetRecordOutput) SetErrors(v []*BatchGetRecordError) *BatchGetRecordOutput

SetErrors sets the Errors field's value.

func (*BatchGetRecordOutput) SetRecords 

func (s *BatchGetRecordOutput) SetRecords(v []*BatchGetRecordResultDetail) *BatchGetRecordOutput

SetRecords sets the Records field's value.

func (*BatchGetRecordOutput) SetUnprocessedIdentifiers 

func (s *BatchGetRecordOutput) SetUnprocessedIdentifiers(v []*BatchGetRecordIdentifier) *BatchGetRecordOutput

SetUnprocessedIdentifiers sets the UnprocessedIdentifiers field's value.

func (BatchGetRecordOutput) String 

func (s BatchGetRecordOutput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type BatchGetRecordResultDetail 

type BatchGetRecordResultDetail struct {

	// The ExpiresAt ISO string of the requested record.
	ExpiresAt *string `type:"string"`

	// The FeatureGroupName containing Records you retrieved in a batch.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `type:"string" required:"true"`

	// The Record retrieved.
	//
	// Record is a required field
	Record []*FeatureValue `min:"1" type:"list" required:"true"`

	// The value of the record identifier in string format.
	//
	// RecordIdentifierValueAsString is a required field
	RecordIdentifierValueAsString *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

The output of records that have been retrieved in a batch.

func (BatchGetRecordResultDetail) GoString 

func (s BatchGetRecordResultDetail) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*BatchGetRecordResultDetail) SetExpiresAt 

func (s *BatchGetRecordResultDetail) SetExpiresAt(v string) *BatchGetRecordResultDetail

SetExpiresAt sets the ExpiresAt field's value.

func (*BatchGetRecordResultDetail) SetFeatureGroupName 

func (s *BatchGetRecordResultDetail) SetFeatureGroupName(v string) *BatchGetRecordResultDetail

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*BatchGetRecordResultDetail) SetRecord 

func (s *BatchGetRecordResultDetail) SetRecord(v []*FeatureValue) *BatchGetRecordResultDetail

SetRecord sets the Record field's value.

func (*BatchGetRecordResultDetail) SetRecordIdentifierValueAsString 

func (s *BatchGetRecordResultDetail) SetRecordIdentifierValueAsString(v string) *BatchGetRecordResultDetail

SetRecordIdentifierValueAsString sets the RecordIdentifierValueAsString field's value.

func (BatchGetRecordResultDetail) String 

func (s BatchGetRecordResultDetail) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type DeleteRecordInput 

type DeleteRecordInput struct {

	// The name of the deletion mode for deleting the record. By default, the deletion
	// mode is set to SoftDelete.
	DeletionMode *string `location:"querystring" locationName:"DeletionMode" type:"string" enum:"DeletionMode"`

	// Timestamp indicating when the deletion event occurred. EventTime can be used
	// to query data at a certain point in time.
	//
	// EventTime is a required field
	EventTime *string `location:"querystring" locationName:"EventTime" type:"string" required:"true"`

	// The name or Amazon Resource Name (ARN) of the feature group to delete the
	// record from.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `location:"uri" locationName:"FeatureGroupName" min:"1" type:"string" required:"true"`

	// The value for the RecordIdentifier that uniquely identifies the record, in
	// string format.
	//
	// RecordIdentifierValueAsString is a required field
	RecordIdentifierValueAsString *string `location:"querystring" locationName:"RecordIdentifierValueAsString" type:"string" required:"true"`

	// A list of stores from which you're deleting the record. By default, Feature
	// Store deletes the record from all of the stores that you're using for the
	// FeatureGroup.
	TargetStores []*string `location:"querystring" locationName:"TargetStores" min:"1" type:"list" enum:"TargetStore"`
	// contains filtered or unexported fields
}

func (DeleteRecordInput) GoString 

func (s DeleteRecordInput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*DeleteRecordInput) SetDeletionMode 

func (s *DeleteRecordInput) SetDeletionMode(v string) *DeleteRecordInput

SetDeletionMode sets the DeletionMode field's value.

func (*DeleteRecordInput) SetEventTime 

func (s *DeleteRecordInput) SetEventTime(v string) *DeleteRecordInput

SetEventTime sets the EventTime field's value.

func (*DeleteRecordInput) SetFeatureGroupName 

func (s *DeleteRecordInput) SetFeatureGroupName(v string) *DeleteRecordInput

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*DeleteRecordInput) SetRecordIdentifierValueAsString 

func (s *DeleteRecordInput) SetRecordIdentifierValueAsString(v string) *DeleteRecordInput

SetRecordIdentifierValueAsString sets the RecordIdentifierValueAsString field's value.

func (*DeleteRecordInput) SetTargetStores 

func (s *DeleteRecordInput) SetTargetStores(v []*string) *DeleteRecordInput

SetTargetStores sets the TargetStores field's value.

func (DeleteRecordInput) String 

func (s DeleteRecordInput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*DeleteRecordInput) Validate 

func (s *DeleteRecordInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteRecordOutput 

type DeleteRecordOutput struct {
	// contains filtered or unexported fields
}

func (DeleteRecordOutput) GoString 

func (s DeleteRecordOutput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (DeleteRecordOutput) String 

func (s DeleteRecordOutput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type FeatureValue 

type FeatureValue struct {

	// The name of a feature that a feature value corresponds to.
	//
	// FeatureName is a required field
	FeatureName *string `min:"1" type:"string" required:"true"`

	// The value in string format associated with a feature. Used when your CollectionType
	// is None. Note that features types can be String, Integral, or Fractional.
	// This value represents all three types as a string.
	ValueAsString *string `type:"string"`

	// The list of values in string format associated with a feature. Used when
	// your CollectionType is a List, Set, or Vector. Note that features types can
	// be String, Integral, or Fractional. These values represents all three types
	// as a string.
	ValueAsStringList []*string `type:"list"`
	// contains filtered or unexported fields
}

The value associated with a feature.

func (FeatureValue) GoString 

func (s FeatureValue) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*FeatureValue) SetFeatureName 

func (s *FeatureValue) SetFeatureName(v string) *FeatureValue

SetFeatureName sets the FeatureName field's value.

func (*FeatureValue) SetValueAsString 

func (s *FeatureValue) SetValueAsString(v string) *FeatureValue

SetValueAsString sets the ValueAsString field's value.

func (*FeatureValue) SetValueAsStringList 

func (s *FeatureValue) SetValueAsStringList(v []*string) *FeatureValue

SetValueAsStringList sets the ValueAsStringList field's value.

func (FeatureValue) String 

func (s FeatureValue) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*FeatureValue) Validate 

func (s *FeatureValue) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type GetRecordInput 

type GetRecordInput struct {

	// Parameter to request ExpiresAt in response. If Enabled, GetRecord will return
	// the value of ExpiresAt, if it is not null. If Disabled and null, GetRecord
	// will return null.
	ExpirationTimeResponse *string `location:"querystring" locationName:"ExpirationTimeResponse" type:"string" enum:"ExpirationTimeResponse"`

	// The name or Amazon Resource Name (ARN) of the feature group from which you
	// want to retrieve a record.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `location:"uri" locationName:"FeatureGroupName" min:"1" type:"string" required:"true"`

	// List of names of Features to be retrieved. If not specified, the latest value
	// for all the Features are returned.
	FeatureNames []*string `location:"querystring" locationName:"FeatureName" min:"1" type:"list"`

	// The value that corresponds to RecordIdentifier type and uniquely identifies
	// the record in the FeatureGroup.
	//
	// RecordIdentifierValueAsString is a required field
	RecordIdentifierValueAsString *string `location:"querystring" locationName:"RecordIdentifierValueAsString" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (GetRecordInput) GoString 

func (s GetRecordInput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*GetRecordInput) SetExpirationTimeResponse 

func (s *GetRecordInput) SetExpirationTimeResponse(v string) *GetRecordInput

SetExpirationTimeResponse sets the ExpirationTimeResponse field's value.

func (*GetRecordInput) SetFeatureGroupName 

func (s *GetRecordInput) SetFeatureGroupName(v string) *GetRecordInput

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*GetRecordInput) SetFeatureNames 

func (s *GetRecordInput) SetFeatureNames(v []*string) *GetRecordInput

SetFeatureNames sets the FeatureNames field's value.

func (*GetRecordInput) SetRecordIdentifierValueAsString 

func (s *GetRecordInput) SetRecordIdentifierValueAsString(v string) *GetRecordInput

SetRecordIdentifierValueAsString sets the RecordIdentifierValueAsString field's value.

func (GetRecordInput) String 

func (s GetRecordInput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*GetRecordInput) Validate 

func (s *GetRecordInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type GetRecordOutput 

type GetRecordOutput struct {

	// The ExpiresAt ISO string of the requested record.
	ExpiresAt *string `type:"string"`

	// The record you requested. A list of FeatureValues.
	Record []*FeatureValue `min:"1" type:"list"`
	// contains filtered or unexported fields
}

func (GetRecordOutput) GoString 

func (s GetRecordOutput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*GetRecordOutput) SetExpiresAt 

func (s *GetRecordOutput) SetExpiresAt(v string) *GetRecordOutput

SetExpiresAt sets the ExpiresAt field's value.

func (*GetRecordOutput) SetRecord 

func (s *GetRecordOutput) SetRecord(v []*FeatureValue) *GetRecordOutput

SetRecord sets the Record field's value.

func (GetRecordOutput) String 

func (s GetRecordOutput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type InternalFailure 

type InternalFailure struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.

func (*InternalFailure) Code 

func (s *InternalFailure) Code() string

Code returns the exception type name.

func (*InternalFailure) Error 

func (s *InternalFailure) Error() string

func (InternalFailure) GoString 

func (s InternalFailure) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*InternalFailure) Message 

func (s *InternalFailure) Message() string

Message returns the exception's message.

func (*InternalFailure) OrigErr 

func (s *InternalFailure) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*InternalFailure) RequestID 

func (s *InternalFailure) RequestID() string

RequestID returns the service's response RequestID for request.

func (*InternalFailure) StatusCode 

func (s *InternalFailure) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (InternalFailure) String 

func (s InternalFailure) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type PutRecordInput 

type PutRecordInput struct {

	// The name or Amazon Resource Name (ARN) of the feature group that you want
	// to insert the record into.
	//
	// FeatureGroupName is a required field
	FeatureGroupName *string `location:"uri" locationName:"FeatureGroupName" min:"1" type:"string" required:"true"`

	// List of FeatureValues to be inserted. This will be a full over-write. If
	// you only want to update few of the feature values, do the following:
	//
	//    * Use GetRecord to retrieve the latest record.
	//
	//    * Update the record returned from GetRecord.
	//
	//    * Use PutRecord to update feature values.
	//
	// Record is a required field
	Record []*FeatureValue `min:"1" type:"list" required:"true"`

	// A list of stores to which you're adding the record. By default, Feature Store
	// adds the record to all of the stores that you're using for the FeatureGroup.
	TargetStores []*string `min:"1" type:"list" enum:"TargetStore"`

	// Time to live duration, where the record is hard deleted after the expiration
	// time is reached; ExpiresAt = EventTime + TtlDuration. For information on
	// HardDelete, see the DeleteRecord (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_DeleteRecord.html)
	// API in the Amazon SageMaker API Reference guide.
	TtlDuration *TtlDuration `type:"structure"`
	// contains filtered or unexported fields
}

func (PutRecordInput) GoString 

func (s PutRecordInput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*PutRecordInput) SetFeatureGroupName 

func (s *PutRecordInput) SetFeatureGroupName(v string) *PutRecordInput

SetFeatureGroupName sets the FeatureGroupName field's value.

func (*PutRecordInput) SetRecord 

func (s *PutRecordInput) SetRecord(v []*FeatureValue) *PutRecordInput

SetRecord sets the Record field's value.

func (*PutRecordInput) SetTargetStores 

func (s *PutRecordInput) SetTargetStores(v []*string) *PutRecordInput

SetTargetStores sets the TargetStores field's value.

func (*PutRecordInput) SetTtlDuration 

func (s *PutRecordInput) SetTtlDuration(v *TtlDuration) *PutRecordInput

SetTtlDuration sets the TtlDuration field's value.

func (PutRecordInput) String 

func (s PutRecordInput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*PutRecordInput) Validate 

func (s *PutRecordInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type PutRecordOutput 

type PutRecordOutput struct {
	// contains filtered or unexported fields
}

func (PutRecordOutput) GoString 

func (s PutRecordOutput) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (PutRecordOutput) String 

func (s PutRecordOutput) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type ResourceNotFound 

type ResourceNotFound struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

A resource that is required to perform an action was not found.

func (*ResourceNotFound) Code 

func (s *ResourceNotFound) Code() string

Code returns the exception type name.

func (*ResourceNotFound) Error 

func (s *ResourceNotFound) Error() string

func (ResourceNotFound) GoString 

func (s ResourceNotFound) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*ResourceNotFound) Message 

func (s *ResourceNotFound) Message() string

Message returns the exception's message.

func (*ResourceNotFound) OrigErr 

func (s *ResourceNotFound) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ResourceNotFound) RequestID 

func (s *ResourceNotFound) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ResourceNotFound) StatusCode 

func (s *ResourceNotFound) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ResourceNotFound) String 

func (s ResourceNotFound) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type SageMakerFeatureStoreRuntime 

type SageMakerFeatureStoreRuntime struct {
	*client.Client
}

SageMakerFeatureStoreRuntime provides the API operation methods for making requests to Amazon SageMaker Feature Store Runtime. See this package's package overview docs for details on the service.

SageMakerFeatureStoreRuntime methods are safe to use concurrently. It is not safe to modify mutate any of the struct's properties though.

func New 

func New(p client.ConfigProvider, cfgs ...*aws.Config) *SageMakerFeatureStoreRuntime

New creates a new instance of the SageMakerFeatureStoreRuntime client with a session. If additional configuration is needed for the client instance use the optional aws.Config parameter to add your extra config.

Example: 

mySession := session.Must(session.NewSession())

// Create a SageMakerFeatureStoreRuntime client from just a session.
svc := sagemakerfeaturestoreruntime.New(mySession)

// Create a SageMakerFeatureStoreRuntime client with additional configuration
svc := sagemakerfeaturestoreruntime.New(mySession, aws.NewConfig().WithRegion("us-west-2"))

func (*SageMakerFeatureStoreRuntime) BatchGetRecord 

func (c *SageMakerFeatureStoreRuntime) BatchGetRecord(input *BatchGetRecordInput) (*BatchGetRecordOutput, error)

BatchGetRecord API operation for Amazon SageMaker Feature Store Runtime.

Retrieves a batch of Records from a FeatureGroup.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Feature Store Runtime's API operation BatchGetRecord for usage and error information.

Returned Error Types:

  • ValidationError There was an error validating your request.

  • InternalFailure An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.

  • ServiceUnavailable The service is currently unavailable.

  • AccessForbidden You do not have permission to perform an action.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/BatchGetRecord

func (*SageMakerFeatureStoreRuntime) BatchGetRecordRequest 

func (c *SageMakerFeatureStoreRuntime) BatchGetRecordRequest(input *BatchGetRecordInput) (req *request.Request, output *BatchGetRecordOutput)

BatchGetRecordRequest generates a "aws/request.Request" representing the client's request for the BatchGetRecord operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See BatchGetRecord for more information on using the BatchGetRecord API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the BatchGetRecordRequest method.
req, resp := client.BatchGetRecordRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/BatchGetRecord

func (*SageMakerFeatureStoreRuntime) BatchGetRecordWithContext 

func (c *SageMakerFeatureStoreRuntime) BatchGetRecordWithContext(ctx aws.Context, input *BatchGetRecordInput, opts ...request.Option) (*BatchGetRecordOutput, error)

BatchGetRecordWithContext is the same as BatchGetRecord with the addition of the ability to pass a context and additional request options.

See BatchGetRecord for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMakerFeatureStoreRuntime) DeleteRecord 

func (c *SageMakerFeatureStoreRuntime) DeleteRecord(input *DeleteRecordInput) (*DeleteRecordOutput, error)

DeleteRecord API operation for Amazon SageMaker Feature Store Runtime.

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 with feature values set to null, is_deleted value set to True, and EventTime set to the delete input EventTime.

Note that the EventTime specified in DeleteRecord should be set later than the EventTime of the existing record in the OnlineStore for that RecordIdentifer. If it is not, the deletion does not occur:

  • For SoftDelete, the existing (undeleted) record remains in the OnlineStore, though the delete record marker is still written to the OfflineStore.

  • HardDelete returns EventTime: 400 ValidationException to indicate that the delete operation failed. No delete record marker is written to the OfflineStore.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Feature Store Runtime's API operation DeleteRecord for usage and error information.

Returned Error Types:

  • ValidationError There was an error validating your request.

  • InternalFailure An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.

  • ServiceUnavailable The service is currently unavailable.

  • AccessForbidden You do not have permission to perform an action.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/DeleteRecord

func (*SageMakerFeatureStoreRuntime) DeleteRecordRequest 

func (c *SageMakerFeatureStoreRuntime) DeleteRecordRequest(input *DeleteRecordInput) (req *request.Request, output *DeleteRecordOutput)

DeleteRecordRequest generates a "aws/request.Request" representing the client's request for the DeleteRecord operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteRecord for more information on using the DeleteRecord API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteRecordRequest method.
req, resp := client.DeleteRecordRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/DeleteRecord

func (*SageMakerFeatureStoreRuntime) DeleteRecordWithContext 

func (c *SageMakerFeatureStoreRuntime) DeleteRecordWithContext(ctx aws.Context, input *DeleteRecordInput, opts ...request.Option) (*DeleteRecordOutput, error)

DeleteRecordWithContext is the same as DeleteRecord with the addition of the ability to pass a context and additional request options.

See DeleteRecord for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMakerFeatureStoreRuntime) GetRecord 

func (c *SageMakerFeatureStoreRuntime) GetRecord(input *GetRecordInput) (*GetRecordOutput, error)

GetRecord API operation for Amazon SageMaker Feature Store Runtime.

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.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Feature Store Runtime's API operation GetRecord for usage and error information.

Returned Error Types:

  • ValidationError There was an error validating your request.

  • ResourceNotFound A resource that is required to perform an action was not found.

  • InternalFailure An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.

  • ServiceUnavailable The service is currently unavailable.

  • AccessForbidden You do not have permission to perform an action.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/GetRecord

func (*SageMakerFeatureStoreRuntime) GetRecordRequest 

func (c *SageMakerFeatureStoreRuntime) GetRecordRequest(input *GetRecordInput) (req *request.Request, output *GetRecordOutput)

GetRecordRequest generates a "aws/request.Request" representing the client's request for the GetRecord operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See GetRecord for more information on using the GetRecord API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the GetRecordRequest method.
req, resp := client.GetRecordRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/GetRecord

func (*SageMakerFeatureStoreRuntime) GetRecordWithContext 

func (c *SageMakerFeatureStoreRuntime) GetRecordWithContext(ctx aws.Context, input *GetRecordInput, opts ...request.Option) (*GetRecordOutput, error)

GetRecordWithContext is the same as GetRecord with the addition of the ability to pass a context and additional request options.

See GetRecord for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMakerFeatureStoreRuntime) PutRecord 

func (c *SageMakerFeatureStoreRuntime) PutRecord(input *PutRecordInput) (*PutRecordOutput, error)

PutRecord API operation for Amazon SageMaker Feature Store Runtime.

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

If a new record’s EventTime is greater, the new record is written to both the OnlineStore and OfflineStore. Otherwise, the record is a historic record and it is written only to the OfflineStore.

You can specify the ingestion to be applied to the OnlineStore, OfflineStore, or both by using the TargetStores request parameter.

You can set the ingested record to expire at a given time to live (TTL) duration after the record’s event time, ExpiresAt = EventTime + TtlDuration, by specifying the TtlDuration parameter. A record level TtlDuration is set when specifying the TtlDuration parameter using the PutRecord API call. If the input TtlDuration is null or unspecified, TtlDuration is set to the default feature group level TtlDuration. A record level TtlDuration supersedes the group level TtlDuration.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Feature Store Runtime's API operation PutRecord for usage and error information.

Returned Error Types:

  • ValidationError There was an error validating your request.

  • InternalFailure An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.

  • ServiceUnavailable The service is currently unavailable.

  • AccessForbidden You do not have permission to perform an action.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/PutRecord

func (*SageMakerFeatureStoreRuntime) PutRecordRequest 

func (c *SageMakerFeatureStoreRuntime) PutRecordRequest(input *PutRecordInput) (req *request.Request, output *PutRecordOutput)

PutRecordRequest generates a "aws/request.Request" representing the client's request for the PutRecord operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See PutRecord for more information on using the PutRecord API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the PutRecordRequest method.
req, resp := client.PutRecordRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/PutRecord

func (*SageMakerFeatureStoreRuntime) PutRecordWithContext 

func (c *SageMakerFeatureStoreRuntime) PutRecordWithContext(ctx aws.Context, input *PutRecordInput, opts ...request.Option) (*PutRecordOutput, error)

PutRecordWithContext is the same as PutRecord with the addition of the ability to pass a context and additional request options.

See PutRecord for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

type ServiceUnavailable 

type ServiceUnavailable struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

The service is currently unavailable.

func (*ServiceUnavailable) Code 

func (s *ServiceUnavailable) Code() string

Code returns the exception type name.

func (*ServiceUnavailable) Error 

func (s *ServiceUnavailable) Error() string

func (ServiceUnavailable) GoString 

func (s ServiceUnavailable) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*ServiceUnavailable) Message 

func (s *ServiceUnavailable) Message() string

Message returns the exception's message.

func (*ServiceUnavailable) OrigErr 

func (s *ServiceUnavailable) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ServiceUnavailable) RequestID 

func (s *ServiceUnavailable) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ServiceUnavailable) StatusCode 

func (s *ServiceUnavailable) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ServiceUnavailable) String 

func (s ServiceUnavailable) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

type TtlDuration 

type TtlDuration struct {

	// TtlDuration time unit.
	//
	// Unit is a required field
	Unit *string `type:"string" required:"true" enum:"TtlDurationUnit"`

	// TtlDuration time value.
	//
	// Value is a required field
	Value *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration. For information on HardDelete, see the DeleteRecord (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_DeleteRecord.html) API in the Amazon SageMaker API Reference guide.

func (TtlDuration) GoString 

func (s TtlDuration) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*TtlDuration) SetUnit 

func (s *TtlDuration) SetUnit(v string) *TtlDuration

SetUnit sets the Unit field's value.

func (*TtlDuration) SetValue 

func (s *TtlDuration) SetValue(v int64) *TtlDuration

SetValue sets the Value field's value.

func (TtlDuration) String 

func (s TtlDuration) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*TtlDuration) Validate 

func (s *TtlDuration) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ValidationError 

type ValidationError struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

There was an error validating your request.

func (*ValidationError) Code 

func (s *ValidationError) Code() string

Code returns the exception type name.

func (*ValidationError) Error 

func (s *ValidationError) Error() string

func (ValidationError) GoString 

func (s ValidationError) GoString() string

GoString returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

func (*ValidationError) Message 

func (s *ValidationError) Message() string

Message returns the exception's message.

func (*ValidationError) OrigErr 

func (s *ValidationError) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ValidationError) RequestID 

func (s *ValidationError) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ValidationError) StatusCode 

func (s *ValidationError) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ValidationError) String 

func (s ValidationError) String() string

String returns the string representation.

API parameter values that are decorated as "sensitive" in the API will not be included in the string output. The member name will be present, but the value will be replaced with "sensitive".

Source Files

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Directories

Path Synopsis
Package sagemakerfeaturestoreruntimeiface provides an interface to enable mocking the Amazon SageMaker Feature Store Runtime service client for testing your code.
 Package sagemakerfeaturestoreruntimeiface provides an interface to enable mocking the Amazon SageMaker Feature Store Runtime service client for testing your code.

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