aws-native.sagemaker.InferenceComponent

Resource Type definition for AWS::SageMaker::InferenceComponent

Create InferenceComponent Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new InferenceComponent(name: string, args: InferenceComponentArgs, opts?: CustomResourceOptions);

@overload
def InferenceComponent(resource_name: str,
                       args: InferenceComponentArgs,
                       opts: Optional[ResourceOptions] = None)

@overload
def InferenceComponent(resource_name: str,
                       opts: Optional[ResourceOptions] = None,
                       endpoint_name: Optional[str] = None,
                       runtime_config: Optional[InferenceComponentRuntimeConfigArgs] = None,
                       specification: Optional[InferenceComponentSpecificationArgs] = None,
                       variant_name: Optional[str] = None,
                       endpoint_arn: Optional[str] = None,
                       inference_component_name: Optional[str] = None,
                       tags: Optional[Sequence[_root_inputs.TagArgs]] = None)

func NewInferenceComponent(ctx *Context, name string, args InferenceComponentArgs, opts ...ResourceOption) (*InferenceComponent, error)

public InferenceComponent(string name, InferenceComponentArgs args, CustomResourceOptions? opts = null)

public InferenceComponent(String name, InferenceComponentArgs args)
public InferenceComponent(String name, InferenceComponentArgs args, CustomResourceOptions options)

type: aws-native:sagemaker:InferenceComponent
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

Example

The following reference example uses placeholder values for all input properties.

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const inferenceComponentResource = new aws_native.sagemaker.InferenceComponent("inferenceComponentResource", {
    endpointName: "string",
    runtimeConfig: {
        copyCount: 0,
        currentCopyCount: 0,
        desiredCopyCount: 0,
    },
    specification: {
        computeResourceRequirements: {
            maxMemoryRequiredInMb: 0,
            minMemoryRequiredInMb: 0,
            numberOfAcceleratorDevicesRequired: 0,
            numberOfCpuCoresRequired: 0,
        },
        container: {
            artifactUrl: "string",
            deployedImage: {
                resolutionTime: "string",
                resolvedImage: "string",
                specifiedImage: "string",
            },
            environment: {
                string: "string",
            },
            image: "string",
        },
        modelName: "string",
        startupParameters: {
            containerStartupHealthCheckTimeoutInSeconds: 0,
            modelDataDownloadTimeoutInSeconds: 0,
        },
    },
    variantName: "string",
    endpointArn: "string",
    inferenceComponentName: "string",
    tags: [{
        key: "string",
        value: "string",
    }],
});

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InferenceComponent Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

The InferenceComponent resource accepts the following input properties:

Outputs

All input properties are implicitly available as output properties. Additionally, the InferenceComponent resource produces the following output properties:

Supporting Types

InferenceComponentComputeResourceRequirements, InferenceComponentComputeResourceRequirementsArgs

InferenceComponentContainerSpecification, InferenceComponentContainerSpecificationArgs

InferenceComponentDeployedImage, InferenceComponentDeployedImageArgs

InferenceComponentRuntimeConfig, InferenceComponentRuntimeConfigArgs

InferenceComponentSpecification, InferenceComponentSpecificationArgs

InferenceComponentStartupParameters, InferenceComponentStartupParametersArgs

InferenceComponentStatus, InferenceComponentStatusArgs

Tag, TagArgs

Package Details

Repository

AWS Native pulumi/pulumi-aws-native

License

Apache-2.0