generative-ai-cdk-constructs

@cdklabs/generative-ai-cdk-constructs

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@cdklabs/generative-ai-cdk-constructs / sagemaker_deployment / HuggingFaceSageMakerEndpoint

Class: HuggingFaceSageMakerEndpoint

The HuggingFaceSageMakerEndpoint class.

Extends

• SageMakerEndpointBase

Implements

• IGrantable

Constructors

Constructor

new HuggingFaceSageMakerEndpoint(scope, id, props): HuggingFaceSageMakerEndpoint

Parameters

scope

Construct

id

string

props

HuggingFaceSageMakerEndpointProps

Returns

HuggingFaceSageMakerEndpoint

Overrides

SageMakerEndpointBase.constructor

Properties

cfnEndpoint

readonly cfnEndpoint: CfnEndpoint

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cfnEndpointConfig

readonly cfnEndpointConfig: CfnEndpointConfig

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cfnModel

readonly cfnModel: CfnModel

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constructUsageMetric

readonly constructUsageMetric: "uksb-1tupboc45" = 'uksb-1tupboc45'

construct usage metric , added in template description

Inherited from

SageMakerEndpointBase.constructUsageMetric

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enablexray

enablexray: boolean = true

enable disable xray tracing

Default

- True

Inherited from

SageMakerEndpointBase.enablexray

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endpointArn

readonly endpointArn: string

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fieldLogLevel

fieldLogLevel: FieldLogLevel = appsync.FieldLogLevel.ALL

Default log config for all constructs

Inherited from

SageMakerEndpointBase.fieldLogLevel

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grantPrincipal

readonly grantPrincipal: IPrincipal

The principal to grant permissions to

Implementation of

iam.IGrantable.grantPrincipal

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instanceCount

readonly instanceCount: number

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instanceType

readonly instanceType: SageMakerInstanceType

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lambdaTracing

lambdaTracing: Tracing = lambda.Tracing.ACTIVE

enable disable lambda tracing

Default

- Active

Inherited from

SageMakerEndpointBase.lambdaTracing

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modelId

readonly modelId: string

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node

readonly node: Node

The tree node.

Inherited from

SageMakerEndpointBase.node

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retention

retention: RetentionDays = logs.RetentionDays.TEN_YEARS

Default log retention config for all constructs

Inherited from

SageMakerEndpointBase.retention

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role

readonly role: Role

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stage

stage: string

Value will be appended to resources name.

Default

- _dev

Inherited from

SageMakerEndpointBase.stage

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usageMetricMap

protected static usageMetricMap: Record<string, number>

Record<string, number> , maps construct name with number of deployments

Inherited from

SageMakerEndpointBase.usageMetricMap

Methods

addObservabilityToConstruct()

protected addObservabilityToConstruct(props): void

Parameters

props

BaseClassProps

Returns

void

Inherited from

SageMakerEndpointBase.addObservabilityToConstruct

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addToRolePolicy()

addToRolePolicy(statement): void

Parameters

statement

PolicyStatement

Returns

void

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createSageMakerRole()

protected createSageMakerRole(): Role

Returns

Role

Inherited from

SageMakerEndpointBase.createSageMakerRole

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grantInvoke()

grantInvoke(grantee): Grant

Parameters

grantee

IGrantable

Returns

Grant

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toString()

toString(): string

Returns a string representation of this construct.

Returns

string

Inherited from

SageMakerEndpointBase.toString

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updateConstructUsageMetricCode()

protected updateConstructUsageMetricCode(props, scope, lambdaFunctions): void

Parameters

props

BaseClassProps

scope

Construct

lambdaFunctions

DockerImageFunction[]

Returns

void

Inherited from

SageMakerEndpointBase.updateConstructUsageMetricCode

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updateEnvSuffix()

protected updateEnvSuffix(props): void

Parameters

props

BaseClassProps

Returns

void

Inherited from

SageMakerEndpointBase.updateEnvSuffix

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isConstruct()

static isConstruct(x): x is Construct

Checks if x is a construct.

Use this method instead of instanceof to properly detect Construct instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the constructs library on disk are seen as independent, completely different libraries. As a consequence, the class Construct in each copy of the constructs library is seen as a different class, and an instance of one class will not test as instanceof the other class. npm install will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the constructs library can be accidentally installed, and instanceof will behave unpredictably. It is safest to avoid using instanceof, and using this type-testing method instead.

Parameters

x

any

Any object

Returns

x is Construct

true if x is an object created from a class which extends Construct.

Inherited from

SageMakerEndpointBase.isConstruct

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