interface SageMakerCreateEndpointConfigProps

Language	Type name
.NET	Amazon.CDK.AWS.StepFunctions.Tasks.SageMakerCreateEndpointConfigProps
Java	software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateEndpointConfigProps
Python	aws_cdk.aws_stepfunctions_tasks.SageMakerCreateEndpointConfigProps
TypeScript (source)	@aws-cdk/aws-stepfunctions-tasks » SageMakerCreateEndpointConfigProps

Properties for creating an Amazon SageMaker endpoint configuration.

See also: https://docs.aws.amazon.com/step-functions/latest/dg/connect-sagemaker.html

Example

new tasks.SageMakerCreateEndpointConfig(this, 'SagemakerEndpointConfig', {
  endpointConfigName: 'MyEndpointConfig',
  productionVariants: [{
  initialInstanceCount: 2,
  instanceType: ec2.InstanceType.of(ec2.InstanceClass.M5, ec2.InstanceSize.XLARGE),
    modelName: 'MyModel',
    variantName: 'awesome-variant',
  }],
});

Properties

Name	Type	Description
endpointConfigName	string	The name of the endpoint configuration.
productionVariants	ProductionVariant[]	An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
comment?	string	An optional description for this state.
heartbeat?	Duration	Timeout for the heartbeat.
inputPath?	string	JSONPath expression to select part of the state to be the input to this state.
integrationPattern?	IntegrationPattern	AWS Step Functions integrates with services directly in the Amazon States Language.
kmsKey?	IKey	AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
outputPath?	string	JSONPath expression to select select a portion of the state output to pass to the next state.
resultPath?	string	JSONPath expression to indicate where to inject the state's output.
resultSelector?	{ [string]: any }	The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.
tags?	TaskInput	Tags to be applied to the endpoint configuration.
timeout?	Duration	Timeout for the state machine.

---

endpointConfigName

Type: string

The name of the endpoint configuration.

---

productionVariants

Type: ProductionVariant[]

An list of ProductionVariant objects, one for each model that you want to host at this endpoint.

Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

---

comment?

Type: string (optional, default: No comment)

An optional description for this state.

---

heartbeat?

Type: Duration (optional, default: None)

Timeout for the heartbeat.

---

inputPath?

Type: string (optional, default: The entire task input (JSON path '$'))

JSONPath expression to select part of the state to be the input to this state.

May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.

---

integrationPattern?

Type: IntegrationPattern (optional, default: IntegrationPattern.REQUEST_RESPONSE for most tasks. IntegrationPattern.RUN_JOB for the following exceptions: BatchSubmitJob, EmrAddStep, EmrCreateCluster, EmrTerminationCluster, and EmrContainersStartJobRun.)

AWS Step Functions integrates with services directly in the Amazon States Language.

You can control these AWS services using service integration patterns

See also: https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token

---

kmsKey?

Type: IKey (optional, default: None)

AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

---

outputPath?

Type: string (optional, default: The entire JSON node determined by the state input, the task result, and resultPath is passed to the next state (JSON path '$'))

JSONPath expression to select select a portion of the state output to pass to the next state.

May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.

---

resultPath?

Type: string (optional, default: Replaces the entire input with the result (JSON path '$'))

JSONPath expression to indicate where to inject the state's output.

May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.

---

resultSelector?

Type: { [string]: any } (optional, default: None)

The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.

You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.

See also: https://docs.aws.amazon.com/step-functions/latest/dg/input-output-inputpath-params.html#input-output-resultselector

---

tags?

Type: TaskInput (optional, default: No tags)

Tags to be applied to the endpoint configuration.

---

timeout?

Type: Duration (optional, default: None)

Timeout for the state machine.