sagemaker

package
v2.13.1 Latest Latest
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 Go to latest Published: Jul 22, 2020 License: Apache-2.0 Imports: 4 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

This section is empty.

Types

type Endpoint 

type Endpoint struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) assigned by AWS to this endpoint.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// The name of the endpoint configuration to use.
	EndpointConfigName pulumi.StringOutput `pulumi:"endpointConfigName"`
	// The name of the endpoint. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringOutput `pulumi:"name"`
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
}

Provides a SageMaker Endpoint resource.

## Example Usage

Basic usage:

```go package main

import ( 

"github.com/pulumi/pulumi-aws/sdk/v2/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewEndpoint(ctx, "endpoint", &sagemaker.EndpointArgs{
			EndpointConfigName: pulumi.String(aws_sagemaker_endpoint_configuration.Ec.Name),
			Tags: pulumi.StringMap{
				"Name": pulumi.String("foo"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetEndpoint 

func GetEndpoint(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *EndpointState, opts ...pulumi.ResourceOption) (*Endpoint, error)

GetEndpoint gets an existing Endpoint resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewEndpoint 

func NewEndpoint(ctx *pulumi.Context,
	name string, args *EndpointArgs, opts ...pulumi.ResourceOption) (*Endpoint, error)

NewEndpoint registers a new resource with the given unique name, arguments, and options.

type EndpointArgs 

type EndpointArgs struct {
	// The name of the endpoint configuration to use.
	EndpointConfigName pulumi.StringInput
	// The name of the endpoint. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

The set of arguments for constructing a Endpoint resource.

func (EndpointArgs) ElementType 

func (EndpointArgs) ElementType() reflect.Type

type EndpointConfiguration 

type EndpointConfiguration struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) assigned by AWS to this endpoint configuration.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// Amazon Resource Name (ARN) of a 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.
	KmsKeyArn pulumi.StringPtrOutput `pulumi:"kmsKeyArn"`
	// The name of the endpoint configuration. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringOutput `pulumi:"name"`
	// Fields are documented below.
	ProductionVariants EndpointConfigurationProductionVariantArrayOutput `pulumi:"productionVariants"`
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
}

Provides a SageMaker endpoint configuration resource.

## Example Usage

Basic usage:

```go package main

import ( 

"github.com/pulumi/pulumi-aws/sdk/v2/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewEndpointConfiguration(ctx, "ec", &sagemaker.EndpointConfigurationArgs{
			ProductionVariants: sagemaker.EndpointConfigurationProductionVariantArray{
				&sagemaker.EndpointConfigurationProductionVariantArgs{
					InitialInstanceCount: pulumi.Int(1),
					InstanceType:         pulumi.String("ml.t2.medium"),
					ModelName:            pulumi.String(aws_sagemaker_model.M.Name),
					VariantName:          pulumi.String("variant-1"),
				},
			},
			Tags: pulumi.StringMap{
				"Name": pulumi.String("foo"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetEndpointConfiguration 

func GetEndpointConfiguration(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *EndpointConfigurationState, opts ...pulumi.ResourceOption) (*EndpointConfiguration, error)

GetEndpointConfiguration gets an existing EndpointConfiguration resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewEndpointConfiguration 

func NewEndpointConfiguration(ctx *pulumi.Context,
	name string, args *EndpointConfigurationArgs, opts ...pulumi.ResourceOption) (*EndpointConfiguration, error)

NewEndpointConfiguration registers a new resource with the given unique name, arguments, and options.

type EndpointConfigurationArgs 

type EndpointConfigurationArgs struct {
	// Amazon Resource Name (ARN) of a 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.
	KmsKeyArn pulumi.StringPtrInput
	// The name of the endpoint configuration. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// Fields are documented below.
	ProductionVariants EndpointConfigurationProductionVariantArrayInput
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

The set of arguments for constructing a EndpointConfiguration resource.

func (EndpointConfigurationArgs) ElementType 

func (EndpointConfigurationArgs) ElementType() reflect.Type

type EndpointConfigurationProductionVariant 

type EndpointConfigurationProductionVariant struct {
	// The size of the Elastic Inference (EI) instance to use for the production variant.
	AcceleratorType *string `pulumi:"acceleratorType"`
	// Initial number of instances used for auto-scaling.
	InitialInstanceCount int `pulumi:"initialInstanceCount"`
	// Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. If unspecified, it defaults to 1.0.
	InitialVariantWeight *float64 `pulumi:"initialVariantWeight"`
	// The type of instance to start.
	InstanceType string `pulumi:"instanceType"`
	// The name of the model to use.
	ModelName string `pulumi:"modelName"`
	// The name of the variant. If omitted, this provider will assign a random, unique name.
	VariantName *string `pulumi:"variantName"`
}

type EndpointConfigurationProductionVariantArgs 

type EndpointConfigurationProductionVariantArgs struct {
	// The size of the Elastic Inference (EI) instance to use for the production variant.
	AcceleratorType pulumi.StringPtrInput `pulumi:"acceleratorType"`
	// Initial number of instances used for auto-scaling.
	InitialInstanceCount pulumi.IntInput `pulumi:"initialInstanceCount"`
	// Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. If unspecified, it defaults to 1.0.
	InitialVariantWeight pulumi.Float64PtrInput `pulumi:"initialVariantWeight"`
	// The type of instance to start.
	InstanceType pulumi.StringInput `pulumi:"instanceType"`
	// The name of the model to use.
	ModelName pulumi.StringInput `pulumi:"modelName"`
	// The name of the variant. If omitted, this provider will assign a random, unique name.
	VariantName pulumi.StringPtrInput `pulumi:"variantName"`
}

func (EndpointConfigurationProductionVariantArgs) ElementType 

func (EndpointConfigurationProductionVariantArgs) ElementType() reflect.Type

func (EndpointConfigurationProductionVariantArgs) ToEndpointConfigurationProductionVariantOutput 

func (i EndpointConfigurationProductionVariantArgs) ToEndpointConfigurationProductionVariantOutput() EndpointConfigurationProductionVariantOutput

func (EndpointConfigurationProductionVariantArgs) ToEndpointConfigurationProductionVariantOutputWithContext 

func (i EndpointConfigurationProductionVariantArgs) ToEndpointConfigurationProductionVariantOutputWithContext(ctx context.Context) EndpointConfigurationProductionVariantOutput

type EndpointConfigurationProductionVariantArray 

type EndpointConfigurationProductionVariantArray []EndpointConfigurationProductionVariantInput

func (EndpointConfigurationProductionVariantArray) ElementType 

func (EndpointConfigurationProductionVariantArray) ElementType() reflect.Type

func (EndpointConfigurationProductionVariantArray) ToEndpointConfigurationProductionVariantArrayOutput 

func (i EndpointConfigurationProductionVariantArray) ToEndpointConfigurationProductionVariantArrayOutput() EndpointConfigurationProductionVariantArrayOutput

func (EndpointConfigurationProductionVariantArray) ToEndpointConfigurationProductionVariantArrayOutputWithContext 

func (i EndpointConfigurationProductionVariantArray) ToEndpointConfigurationProductionVariantArrayOutputWithContext(ctx context.Context) EndpointConfigurationProductionVariantArrayOutput

type EndpointConfigurationProductionVariantArrayInput 

type EndpointConfigurationProductionVariantArrayInput interface {
	pulumi.Input

	ToEndpointConfigurationProductionVariantArrayOutput() EndpointConfigurationProductionVariantArrayOutput
	ToEndpointConfigurationProductionVariantArrayOutputWithContext(context.Context) EndpointConfigurationProductionVariantArrayOutput
}

EndpointConfigurationProductionVariantArrayInput is an input type that accepts EndpointConfigurationProductionVariantArray and EndpointConfigurationProductionVariantArrayOutput values. You can construct a concrete instance of `EndpointConfigurationProductionVariantArrayInput` via: 

EndpointConfigurationProductionVariantArray{ EndpointConfigurationProductionVariantArgs{...} }

type EndpointConfigurationProductionVariantArrayOutput 

type EndpointConfigurationProductionVariantArrayOutput struct{ *pulumi.OutputState }

func (EndpointConfigurationProductionVariantArrayOutput) ElementType 

func (EndpointConfigurationProductionVariantArrayOutput) ElementType() reflect.Type

func (EndpointConfigurationProductionVariantArrayOutput) Index 

func (o EndpointConfigurationProductionVariantArrayOutput) Index(i pulumi.IntInput) EndpointConfigurationProductionVariantOutput

func (EndpointConfigurationProductionVariantArrayOutput) ToEndpointConfigurationProductionVariantArrayOutput 

func (o EndpointConfigurationProductionVariantArrayOutput) ToEndpointConfigurationProductionVariantArrayOutput() EndpointConfigurationProductionVariantArrayOutput

func (EndpointConfigurationProductionVariantArrayOutput) ToEndpointConfigurationProductionVariantArrayOutputWithContext 

func (o EndpointConfigurationProductionVariantArrayOutput) ToEndpointConfigurationProductionVariantArrayOutputWithContext(ctx context.Context) EndpointConfigurationProductionVariantArrayOutput

type EndpointConfigurationProductionVariantInput 

type EndpointConfigurationProductionVariantInput interface {
	pulumi.Input

	ToEndpointConfigurationProductionVariantOutput() EndpointConfigurationProductionVariantOutput
	ToEndpointConfigurationProductionVariantOutputWithContext(context.Context) EndpointConfigurationProductionVariantOutput
}

EndpointConfigurationProductionVariantInput is an input type that accepts EndpointConfigurationProductionVariantArgs and EndpointConfigurationProductionVariantOutput values. You can construct a concrete instance of `EndpointConfigurationProductionVariantInput` via: 

EndpointConfigurationProductionVariantArgs{...}

type EndpointConfigurationProductionVariantOutput 

type EndpointConfigurationProductionVariantOutput struct{ *pulumi.OutputState }

func (EndpointConfigurationProductionVariantOutput) AcceleratorType 

func (o EndpointConfigurationProductionVariantOutput) AcceleratorType() pulumi.StringPtrOutput

The size of the Elastic Inference (EI) instance to use for the production variant.

func (EndpointConfigurationProductionVariantOutput) ElementType 

func (EndpointConfigurationProductionVariantOutput) ElementType() reflect.Type

func (EndpointConfigurationProductionVariantOutput) InitialInstanceCount 

func (o EndpointConfigurationProductionVariantOutput) InitialInstanceCount() pulumi.IntOutput

Initial number of instances used for auto-scaling.

func (EndpointConfigurationProductionVariantOutput) InitialVariantWeight 

func (o EndpointConfigurationProductionVariantOutput) InitialVariantWeight() pulumi.Float64PtrOutput

Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. If unspecified, it defaults to 1.0.

func (EndpointConfigurationProductionVariantOutput) InstanceType 

func (o EndpointConfigurationProductionVariantOutput) InstanceType() pulumi.StringOutput

The type of instance to start.

func (EndpointConfigurationProductionVariantOutput) ModelName 

func (o EndpointConfigurationProductionVariantOutput) ModelName() pulumi.StringOutput

The name of the model to use.

func (EndpointConfigurationProductionVariantOutput) ToEndpointConfigurationProductionVariantOutput 

func (o EndpointConfigurationProductionVariantOutput) ToEndpointConfigurationProductionVariantOutput() EndpointConfigurationProductionVariantOutput

func (EndpointConfigurationProductionVariantOutput) ToEndpointConfigurationProductionVariantOutputWithContext 

func (o EndpointConfigurationProductionVariantOutput) ToEndpointConfigurationProductionVariantOutputWithContext(ctx context.Context) EndpointConfigurationProductionVariantOutput

func (EndpointConfigurationProductionVariantOutput) VariantName 

func (o EndpointConfigurationProductionVariantOutput) VariantName() pulumi.StringPtrOutput

The name of the variant. If omitted, this provider will assign a random, unique name.

type EndpointConfigurationState 

type EndpointConfigurationState struct {
	// The Amazon Resource Name (ARN) assigned by AWS to this endpoint configuration.
	Arn pulumi.StringPtrInput
	// Amazon Resource Name (ARN) of a 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.
	KmsKeyArn pulumi.StringPtrInput
	// The name of the endpoint configuration. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// Fields are documented below.
	ProductionVariants EndpointConfigurationProductionVariantArrayInput
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

func (EndpointConfigurationState) ElementType 

func (EndpointConfigurationState) ElementType() reflect.Type

type EndpointState 

type EndpointState struct {
	// The Amazon Resource Name (ARN) assigned by AWS to this endpoint.
	Arn pulumi.StringPtrInput
	// The name of the endpoint configuration to use.
	EndpointConfigName pulumi.StringPtrInput
	// The name of the endpoint. If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// A mapping of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

func (EndpointState) ElementType 

func (EndpointState) ElementType() reflect.Type

type Model 

type Model struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) assigned by AWS to this model.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// Specifies containers in the inference pipeline. If not specified, the `primaryContainer` argument is required. Fields are documented below.
	Containers ModelContainerArrayOutput `pulumi:"containers"`
	// Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
	EnableNetworkIsolation pulumi.BoolPtrOutput `pulumi:"enableNetworkIsolation"`
	// A role that SageMaker can assume to access model artifacts and docker images for deployment.
	ExecutionRoleArn pulumi.StringOutput `pulumi:"executionRoleArn"`
	// The name of the model (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringOutput `pulumi:"name"`
	// The primary docker image containing inference code that is used when the model is deployed for predictions.  If not specified, the `container` argument is required. Fields are documented below.
	PrimaryContainer ModelPrimaryContainerPtrOutput `pulumi:"primaryContainer"`
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
	// Specifies the VPC that you want your model to connect to. VpcConfig is used in hosting services and in batch transform.
	VpcConfig ModelVpcConfigPtrOutput `pulumi:"vpcConfig"`
}

Provides a SageMaker model resource.

## Example Usage

Basic usage:

```go package main

import ( 

"github.com/pulumi/pulumi-aws/sdk/v2/go/aws/iam"
"github.com/pulumi/pulumi-aws/sdk/v2/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewModel(ctx, "model", &sagemaker.ModelArgs{
			ExecutionRoleArn: pulumi.String(aws_iam_role.Foo.Arn),
			PrimaryContainer: &sagemaker.ModelPrimaryContainerArgs{
				Image: pulumi.String("174872318107.dkr.ecr.us-west-2.amazonaws.com/kmeans:1"),
			},
		})
		if err != nil {
			return err
		}
		assumeRole, err := iam.GetPolicyDocument(ctx, &iam.GetPolicyDocumentArgs{
			Statements: []iam.GetPolicyDocumentStatement{
				iam.GetPolicyDocumentStatement{
					Actions: []string{
						"sts:AssumeRole",
					},
					Principals: []iam.GetPolicyDocumentStatementPrincipal{
						iam.GetPolicyDocumentStatementPrincipal{
							Identifiers: []string{
								"sagemaker.amazonaws.com",
							},
							Type: "Service",
						},
					},
				},
			},
		}, nil)
		if err != nil {
			return err
		}
		_, err = iam.NewRole(ctx, "role", &iam.RoleArgs{
			AssumeRolePolicy: pulumi.String(assumeRole.Json),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetModel 

func GetModel(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *ModelState, opts ...pulumi.ResourceOption) (*Model, error)

GetModel gets an existing Model resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewModel 

func NewModel(ctx *pulumi.Context,
	name string, args *ModelArgs, opts ...pulumi.ResourceOption) (*Model, error)

NewModel registers a new resource with the given unique name, arguments, and options.

type ModelArgs 

type ModelArgs struct {
	// Specifies containers in the inference pipeline. If not specified, the `primaryContainer` argument is required. Fields are documented below.
	Containers ModelContainerArrayInput
	// Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
	EnableNetworkIsolation pulumi.BoolPtrInput
	// A role that SageMaker can assume to access model artifacts and docker images for deployment.
	ExecutionRoleArn pulumi.StringInput
	// The name of the model (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// The primary docker image containing inference code that is used when the model is deployed for predictions.  If not specified, the `container` argument is required. Fields are documented below.
	PrimaryContainer ModelPrimaryContainerPtrInput
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapInput
	// Specifies the VPC that you want your model to connect to. VpcConfig is used in hosting services and in batch transform.
	VpcConfig ModelVpcConfigPtrInput
}

The set of arguments for constructing a Model resource.

func (ModelArgs) ElementType 

func (ModelArgs) ElementType() reflect.Type

type ModelContainer 

type ModelContainer struct {
	// The DNS host name for the container.
	ContainerHostname *string `pulumi:"containerHostname"`
	// Environment variables for the Docker container.
	// A list of key value pairs.
	Environment map[string]string `pulumi:"environment"`
	// The registry path where the inference code image is stored in Amazon ECR.
	Image string `pulumi:"image"`
	// The URL for the S3 location where model artifacts are stored.
	ModelDataUrl *string `pulumi:"modelDataUrl"`
}

type ModelContainerArgs 

type ModelContainerArgs struct {
	// The DNS host name for the container.
	ContainerHostname pulumi.StringPtrInput `pulumi:"containerHostname"`
	// Environment variables for the Docker container.
	// A list of key value pairs.
	Environment pulumi.StringMapInput `pulumi:"environment"`
	// The registry path where the inference code image is stored in Amazon ECR.
	Image pulumi.StringInput `pulumi:"image"`
	// The URL for the S3 location where model artifacts are stored.
	ModelDataUrl pulumi.StringPtrInput `pulumi:"modelDataUrl"`
}

func (ModelContainerArgs) ElementType 

func (ModelContainerArgs) ElementType() reflect.Type

func (ModelContainerArgs) ToModelContainerOutput 

func (i ModelContainerArgs) ToModelContainerOutput() ModelContainerOutput

func (ModelContainerArgs) ToModelContainerOutputWithContext 

func (i ModelContainerArgs) ToModelContainerOutputWithContext(ctx context.Context) ModelContainerOutput

type ModelContainerArray 

type ModelContainerArray []ModelContainerInput

func (ModelContainerArray) ElementType 

func (ModelContainerArray) ElementType() reflect.Type

func (ModelContainerArray) ToModelContainerArrayOutput 

func (i ModelContainerArray) ToModelContainerArrayOutput() ModelContainerArrayOutput

func (ModelContainerArray) ToModelContainerArrayOutputWithContext 

func (i ModelContainerArray) ToModelContainerArrayOutputWithContext(ctx context.Context) ModelContainerArrayOutput

type ModelContainerArrayInput 

type ModelContainerArrayInput interface {
	pulumi.Input

	ToModelContainerArrayOutput() ModelContainerArrayOutput
	ToModelContainerArrayOutputWithContext(context.Context) ModelContainerArrayOutput
}

ModelContainerArrayInput is an input type that accepts ModelContainerArray and ModelContainerArrayOutput values. You can construct a concrete instance of `ModelContainerArrayInput` via: 

ModelContainerArray{ ModelContainerArgs{...} }

type ModelContainerArrayOutput 

type ModelContainerArrayOutput struct{ *pulumi.OutputState }

func (ModelContainerArrayOutput) ElementType 

func (ModelContainerArrayOutput) ElementType() reflect.Type

func (ModelContainerArrayOutput) Index 

func (o ModelContainerArrayOutput) Index(i pulumi.IntInput) ModelContainerOutput

func (ModelContainerArrayOutput) ToModelContainerArrayOutput 

func (o ModelContainerArrayOutput) ToModelContainerArrayOutput() ModelContainerArrayOutput

func (ModelContainerArrayOutput) ToModelContainerArrayOutputWithContext 

func (o ModelContainerArrayOutput) ToModelContainerArrayOutputWithContext(ctx context.Context) ModelContainerArrayOutput

type ModelContainerInput 

type ModelContainerInput interface {
	pulumi.Input

	ToModelContainerOutput() ModelContainerOutput
	ToModelContainerOutputWithContext(context.Context) ModelContainerOutput
}

ModelContainerInput is an input type that accepts ModelContainerArgs and ModelContainerOutput values. You can construct a concrete instance of `ModelContainerInput` via: 

ModelContainerArgs{...}

type ModelContainerOutput 

type ModelContainerOutput struct{ *pulumi.OutputState }

func (ModelContainerOutput) ContainerHostname 

func (o ModelContainerOutput) ContainerHostname() pulumi.StringPtrOutput

The DNS host name for the container.

func (ModelContainerOutput) ElementType 

func (ModelContainerOutput) ElementType() reflect.Type

func (ModelContainerOutput) Environment 

func (o ModelContainerOutput) Environment() pulumi.StringMapOutput

Environment variables for the Docker container. A list of key value pairs.

func (ModelContainerOutput) Image 

func (o ModelContainerOutput) Image() pulumi.StringOutput

The registry path where the inference code image is stored in Amazon ECR.

func (ModelContainerOutput) ModelDataUrl 

func (o ModelContainerOutput) ModelDataUrl() pulumi.StringPtrOutput

The URL for the S3 location where model artifacts are stored.

func (ModelContainerOutput) ToModelContainerOutput 

func (o ModelContainerOutput) ToModelContainerOutput() ModelContainerOutput

func (ModelContainerOutput) ToModelContainerOutputWithContext 

func (o ModelContainerOutput) ToModelContainerOutputWithContext(ctx context.Context) ModelContainerOutput

type ModelPrimaryContainer 

type ModelPrimaryContainer struct {
	// The DNS host name for the container.
	ContainerHostname *string `pulumi:"containerHostname"`
	// Environment variables for the Docker container.
	// A list of key value pairs.
	Environment map[string]string `pulumi:"environment"`
	// The registry path where the inference code image is stored in Amazon ECR.
	Image string `pulumi:"image"`
	// The URL for the S3 location where model artifacts are stored.
	ModelDataUrl *string `pulumi:"modelDataUrl"`
}

type ModelPrimaryContainerArgs 

type ModelPrimaryContainerArgs struct {
	// The DNS host name for the container.
	ContainerHostname pulumi.StringPtrInput `pulumi:"containerHostname"`
	// Environment variables for the Docker container.
	// A list of key value pairs.
	Environment pulumi.StringMapInput `pulumi:"environment"`
	// The registry path where the inference code image is stored in Amazon ECR.
	Image pulumi.StringInput `pulumi:"image"`
	// The URL for the S3 location where model artifacts are stored.
	ModelDataUrl pulumi.StringPtrInput `pulumi:"modelDataUrl"`
}

func (ModelPrimaryContainerArgs) ElementType 

func (ModelPrimaryContainerArgs) ElementType() reflect.Type

func (ModelPrimaryContainerArgs) ToModelPrimaryContainerOutput 

func (i ModelPrimaryContainerArgs) ToModelPrimaryContainerOutput() ModelPrimaryContainerOutput

func (ModelPrimaryContainerArgs) ToModelPrimaryContainerOutputWithContext 

func (i ModelPrimaryContainerArgs) ToModelPrimaryContainerOutputWithContext(ctx context.Context) ModelPrimaryContainerOutput

func (ModelPrimaryContainerArgs) ToModelPrimaryContainerPtrOutput 

func (i ModelPrimaryContainerArgs) ToModelPrimaryContainerPtrOutput() ModelPrimaryContainerPtrOutput

func (ModelPrimaryContainerArgs) ToModelPrimaryContainerPtrOutputWithContext 

func (i ModelPrimaryContainerArgs) ToModelPrimaryContainerPtrOutputWithContext(ctx context.Context) ModelPrimaryContainerPtrOutput

type ModelPrimaryContainerInput 

type ModelPrimaryContainerInput interface {
	pulumi.Input

	ToModelPrimaryContainerOutput() ModelPrimaryContainerOutput
	ToModelPrimaryContainerOutputWithContext(context.Context) ModelPrimaryContainerOutput
}

ModelPrimaryContainerInput is an input type that accepts ModelPrimaryContainerArgs and ModelPrimaryContainerOutput values. You can construct a concrete instance of `ModelPrimaryContainerInput` via: 

ModelPrimaryContainerArgs{...}

type ModelPrimaryContainerOutput 

type ModelPrimaryContainerOutput struct{ *pulumi.OutputState }

func (ModelPrimaryContainerOutput) ContainerHostname 

func (o ModelPrimaryContainerOutput) ContainerHostname() pulumi.StringPtrOutput

The DNS host name for the container.

func (ModelPrimaryContainerOutput) ElementType 

func (ModelPrimaryContainerOutput) ElementType() reflect.Type

func (ModelPrimaryContainerOutput) Environment 

func (o ModelPrimaryContainerOutput) Environment() pulumi.StringMapOutput

Environment variables for the Docker container. A list of key value pairs.

func (ModelPrimaryContainerOutput) Image 

func (o ModelPrimaryContainerOutput) Image() pulumi.StringOutput

The registry path where the inference code image is stored in Amazon ECR.

func (ModelPrimaryContainerOutput) ModelDataUrl 

func (o ModelPrimaryContainerOutput) ModelDataUrl() pulumi.StringPtrOutput

The URL for the S3 location where model artifacts are stored.

func (ModelPrimaryContainerOutput) ToModelPrimaryContainerOutput 

func (o ModelPrimaryContainerOutput) ToModelPrimaryContainerOutput() ModelPrimaryContainerOutput

func (ModelPrimaryContainerOutput) ToModelPrimaryContainerOutputWithContext 

func (o ModelPrimaryContainerOutput) ToModelPrimaryContainerOutputWithContext(ctx context.Context) ModelPrimaryContainerOutput

func (ModelPrimaryContainerOutput) ToModelPrimaryContainerPtrOutput 

func (o ModelPrimaryContainerOutput) ToModelPrimaryContainerPtrOutput() ModelPrimaryContainerPtrOutput

func (ModelPrimaryContainerOutput) ToModelPrimaryContainerPtrOutputWithContext 

func (o ModelPrimaryContainerOutput) ToModelPrimaryContainerPtrOutputWithContext(ctx context.Context) ModelPrimaryContainerPtrOutput

type ModelPrimaryContainerPtrInput 

type ModelPrimaryContainerPtrInput interface {
	pulumi.Input

	ToModelPrimaryContainerPtrOutput() ModelPrimaryContainerPtrOutput
	ToModelPrimaryContainerPtrOutputWithContext(context.Context) ModelPrimaryContainerPtrOutput
}

ModelPrimaryContainerPtrInput is an input type that accepts ModelPrimaryContainerArgs, ModelPrimaryContainerPtr and ModelPrimaryContainerPtrOutput values. You can construct a concrete instance of `ModelPrimaryContainerPtrInput` via: 

        ModelPrimaryContainerArgs{...}

or:

        nil

func ModelPrimaryContainerPtr 

func ModelPrimaryContainerPtr(v *ModelPrimaryContainerArgs) ModelPrimaryContainerPtrInput

type ModelPrimaryContainerPtrOutput 

type ModelPrimaryContainerPtrOutput struct{ *pulumi.OutputState }

func (ModelPrimaryContainerPtrOutput) ContainerHostname 

func (o ModelPrimaryContainerPtrOutput) ContainerHostname() pulumi.StringPtrOutput

The DNS host name for the container.

func (ModelPrimaryContainerPtrOutput) Elem 

func (o ModelPrimaryContainerPtrOutput) Elem() ModelPrimaryContainerOutput

func (ModelPrimaryContainerPtrOutput) ElementType 

func (ModelPrimaryContainerPtrOutput) ElementType() reflect.Type

func (ModelPrimaryContainerPtrOutput) Environment 

func (o ModelPrimaryContainerPtrOutput) Environment() pulumi.StringMapOutput

Environment variables for the Docker container. A list of key value pairs.

func (ModelPrimaryContainerPtrOutput) Image 

func (o ModelPrimaryContainerPtrOutput) Image() pulumi.StringPtrOutput

The registry path where the inference code image is stored in Amazon ECR.

func (ModelPrimaryContainerPtrOutput) ModelDataUrl 

func (o ModelPrimaryContainerPtrOutput) ModelDataUrl() pulumi.StringPtrOutput

The URL for the S3 location where model artifacts are stored.

func (ModelPrimaryContainerPtrOutput) ToModelPrimaryContainerPtrOutput 

func (o ModelPrimaryContainerPtrOutput) ToModelPrimaryContainerPtrOutput() ModelPrimaryContainerPtrOutput

func (ModelPrimaryContainerPtrOutput) ToModelPrimaryContainerPtrOutputWithContext 

func (o ModelPrimaryContainerPtrOutput) ToModelPrimaryContainerPtrOutputWithContext(ctx context.Context) ModelPrimaryContainerPtrOutput

type ModelState 

type ModelState struct {
	// The Amazon Resource Name (ARN) assigned by AWS to this model.
	Arn pulumi.StringPtrInput
	// Specifies containers in the inference pipeline. If not specified, the `primaryContainer` argument is required. Fields are documented below.
	Containers ModelContainerArrayInput
	// Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
	EnableNetworkIsolation pulumi.BoolPtrInput
	// A role that SageMaker can assume to access model artifacts and docker images for deployment.
	ExecutionRoleArn pulumi.StringPtrInput
	// The name of the model (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// The primary docker image containing inference code that is used when the model is deployed for predictions.  If not specified, the `container` argument is required. Fields are documented below.
	PrimaryContainer ModelPrimaryContainerPtrInput
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapInput
	// Specifies the VPC that you want your model to connect to. VpcConfig is used in hosting services and in batch transform.
	VpcConfig ModelVpcConfigPtrInput
}

func (ModelState) ElementType 

func (ModelState) ElementType() reflect.Type

type ModelVpcConfig 

type ModelVpcConfig struct {
	SecurityGroupIds []string `pulumi:"securityGroupIds"`
	Subnets          []string `pulumi:"subnets"`
}

type ModelVpcConfigArgs 

type ModelVpcConfigArgs struct {
	SecurityGroupIds pulumi.StringArrayInput `pulumi:"securityGroupIds"`
	Subnets          pulumi.StringArrayInput `pulumi:"subnets"`
}

func (ModelVpcConfigArgs) ElementType 

func (ModelVpcConfigArgs) ElementType() reflect.Type

func (ModelVpcConfigArgs) ToModelVpcConfigOutput 

func (i ModelVpcConfigArgs) ToModelVpcConfigOutput() ModelVpcConfigOutput

func (ModelVpcConfigArgs) ToModelVpcConfigOutputWithContext 

func (i ModelVpcConfigArgs) ToModelVpcConfigOutputWithContext(ctx context.Context) ModelVpcConfigOutput

func (ModelVpcConfigArgs) ToModelVpcConfigPtrOutput 

func (i ModelVpcConfigArgs) ToModelVpcConfigPtrOutput() ModelVpcConfigPtrOutput

func (ModelVpcConfigArgs) ToModelVpcConfigPtrOutputWithContext 

func (i ModelVpcConfigArgs) ToModelVpcConfigPtrOutputWithContext(ctx context.Context) ModelVpcConfigPtrOutput

type ModelVpcConfigInput 

type ModelVpcConfigInput interface {
	pulumi.Input

	ToModelVpcConfigOutput() ModelVpcConfigOutput
	ToModelVpcConfigOutputWithContext(context.Context) ModelVpcConfigOutput
}

ModelVpcConfigInput is an input type that accepts ModelVpcConfigArgs and ModelVpcConfigOutput values. You can construct a concrete instance of `ModelVpcConfigInput` via: 

ModelVpcConfigArgs{...}

type ModelVpcConfigOutput 

type ModelVpcConfigOutput struct{ *pulumi.OutputState }

func (ModelVpcConfigOutput) ElementType 

func (ModelVpcConfigOutput) ElementType() reflect.Type

func (ModelVpcConfigOutput) SecurityGroupIds 

func (o ModelVpcConfigOutput) SecurityGroupIds() pulumi.StringArrayOutput

func (ModelVpcConfigOutput) Subnets 

func (o ModelVpcConfigOutput) Subnets() pulumi.StringArrayOutput

func (ModelVpcConfigOutput) ToModelVpcConfigOutput 

func (o ModelVpcConfigOutput) ToModelVpcConfigOutput() ModelVpcConfigOutput

func (ModelVpcConfigOutput) ToModelVpcConfigOutputWithContext 

func (o ModelVpcConfigOutput) ToModelVpcConfigOutputWithContext(ctx context.Context) ModelVpcConfigOutput

func (ModelVpcConfigOutput) ToModelVpcConfigPtrOutput 

func (o ModelVpcConfigOutput) ToModelVpcConfigPtrOutput() ModelVpcConfigPtrOutput

func (ModelVpcConfigOutput) ToModelVpcConfigPtrOutputWithContext 

func (o ModelVpcConfigOutput) ToModelVpcConfigPtrOutputWithContext(ctx context.Context) ModelVpcConfigPtrOutput

type ModelVpcConfigPtrInput 

type ModelVpcConfigPtrInput interface {
	pulumi.Input

	ToModelVpcConfigPtrOutput() ModelVpcConfigPtrOutput
	ToModelVpcConfigPtrOutputWithContext(context.Context) ModelVpcConfigPtrOutput
}

ModelVpcConfigPtrInput is an input type that accepts ModelVpcConfigArgs, ModelVpcConfigPtr and ModelVpcConfigPtrOutput values. You can construct a concrete instance of `ModelVpcConfigPtrInput` via: 

        ModelVpcConfigArgs{...}

or:

        nil

func ModelVpcConfigPtr 

func ModelVpcConfigPtr(v *ModelVpcConfigArgs) ModelVpcConfigPtrInput

type ModelVpcConfigPtrOutput 

type ModelVpcConfigPtrOutput struct{ *pulumi.OutputState }

func (ModelVpcConfigPtrOutput) Elem 

func (o ModelVpcConfigPtrOutput) Elem() ModelVpcConfigOutput

func (ModelVpcConfigPtrOutput) ElementType 

func (ModelVpcConfigPtrOutput) ElementType() reflect.Type

func (ModelVpcConfigPtrOutput) SecurityGroupIds 

func (o ModelVpcConfigPtrOutput) SecurityGroupIds() pulumi.StringArrayOutput

func (ModelVpcConfigPtrOutput) Subnets 

func (o ModelVpcConfigPtrOutput) Subnets() pulumi.StringArrayOutput

func (ModelVpcConfigPtrOutput) ToModelVpcConfigPtrOutput 

func (o ModelVpcConfigPtrOutput) ToModelVpcConfigPtrOutput() ModelVpcConfigPtrOutput

func (ModelVpcConfigPtrOutput) ToModelVpcConfigPtrOutputWithContext 

func (o ModelVpcConfigPtrOutput) ToModelVpcConfigPtrOutputWithContext(ctx context.Context) ModelVpcConfigPtrOutput

type NotebookInstance 

type NotebookInstance struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) assigned by AWS to this notebook instance.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// Set to `Disabled` to disable internet access to notebook. Requires `securityGroups` and `subnetId` to be set. Supported values: `Enabled` (Default) or `Disabled`. If set to `Disabled`, the notebook instance will be able to access resources only in your VPC, and will not be able to connect to Amazon SageMaker training and endpoint services unless your configure a NAT Gateway in your VPC.
	DirectInternetAccess pulumi.StringPtrOutput `pulumi:"directInternetAccess"`
	// The name of ML compute instance type.
	InstanceType pulumi.StringOutput `pulumi:"instanceType"`
	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	KmsKeyId pulumi.StringPtrOutput `pulumi:"kmsKeyId"`
	// The name of a lifecycle configuration to associate with the notebook instance.
	LifecycleConfigName pulumi.StringPtrOutput `pulumi:"lifecycleConfigName"`
	// The name of the notebook instance (must be unique).
	Name pulumi.StringOutput `pulumi:"name"`
	// The ARN of the IAM role to be used by the notebook instance which allows SageMaker to call other services on your behalf.
	RoleArn pulumi.StringOutput `pulumi:"roleArn"`
	// The associated security groups.
	SecurityGroups pulumi.StringArrayOutput `pulumi:"securityGroups"`
	// The VPC subnet ID.
	SubnetId pulumi.StringPtrOutput `pulumi:"subnetId"`
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
}

Provides a Sagemaker Notebook Instance resource.

## Example Usage

Basic usage:

```go package main

import ( 

"github.com/pulumi/pulumi-aws/sdk/v2/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewNotebookInstance(ctx, "ni", &sagemaker.NotebookInstanceArgs{
			InstanceType: pulumi.String("ml.t2.medium"),
			RoleArn:      pulumi.String(aws_iam_role.Role.Arn),
			Tags: pulumi.StringMap{
				"Name": pulumi.String("foo"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetNotebookInstance 

func GetNotebookInstance(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *NotebookInstanceState, opts ...pulumi.ResourceOption) (*NotebookInstance, error)

GetNotebookInstance gets an existing NotebookInstance resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewNotebookInstance 

func NewNotebookInstance(ctx *pulumi.Context,
	name string, args *NotebookInstanceArgs, opts ...pulumi.ResourceOption) (*NotebookInstance, error)

NewNotebookInstance registers a new resource with the given unique name, arguments, and options.

type NotebookInstanceArgs 

type NotebookInstanceArgs struct {
	// Set to `Disabled` to disable internet access to notebook. Requires `securityGroups` and `subnetId` to be set. Supported values: `Enabled` (Default) or `Disabled`. If set to `Disabled`, the notebook instance will be able to access resources only in your VPC, and will not be able to connect to Amazon SageMaker training and endpoint services unless your configure a NAT Gateway in your VPC.
	DirectInternetAccess pulumi.StringPtrInput
	// The name of ML compute instance type.
	InstanceType pulumi.StringInput
	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	KmsKeyId pulumi.StringPtrInput
	// The name of a lifecycle configuration to associate with the notebook instance.
	LifecycleConfigName pulumi.StringPtrInput
	// The name of the notebook instance (must be unique).
	Name pulumi.StringPtrInput
	// The ARN of the IAM role to be used by the notebook instance which allows SageMaker to call other services on your behalf.
	RoleArn pulumi.StringInput
	// The associated security groups.
	SecurityGroups pulumi.StringArrayInput
	// The VPC subnet ID.
	SubnetId pulumi.StringPtrInput
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

The set of arguments for constructing a NotebookInstance resource.

func (NotebookInstanceArgs) ElementType 

func (NotebookInstanceArgs) ElementType() reflect.Type

type NotebookInstanceLifecycleConfiguration 

type NotebookInstanceLifecycleConfiguration struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) assigned by AWS to this lifecycle configuration.
	Arn pulumi.StringOutput `pulumi:"arn"`
	// The name of the lifecycle configuration (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringOutput `pulumi:"name"`
	// A shell script (base64-encoded) that runs only once when the SageMaker Notebook Instance is created.
	OnCreate pulumi.StringPtrOutput `pulumi:"onCreate"`
	// A shell script (base64-encoded) that runs every time the SageMaker Notebook Instance is started including the time it's created.
	OnStart pulumi.StringPtrOutput `pulumi:"onStart"`
}

Provides a lifecycle configuration for SageMaker Notebook Instances.

func GetNotebookInstanceLifecycleConfiguration 

func GetNotebookInstanceLifecycleConfiguration(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *NotebookInstanceLifecycleConfigurationState, opts ...pulumi.ResourceOption) (*NotebookInstanceLifecycleConfiguration, error)

GetNotebookInstanceLifecycleConfiguration gets an existing NotebookInstanceLifecycleConfiguration resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewNotebookInstanceLifecycleConfiguration 

func NewNotebookInstanceLifecycleConfiguration(ctx *pulumi.Context,
	name string, args *NotebookInstanceLifecycleConfigurationArgs, opts ...pulumi.ResourceOption) (*NotebookInstanceLifecycleConfiguration, error)

NewNotebookInstanceLifecycleConfiguration registers a new resource with the given unique name, arguments, and options.

type NotebookInstanceLifecycleConfigurationArgs 

type NotebookInstanceLifecycleConfigurationArgs struct {
	// The name of the lifecycle configuration (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// A shell script (base64-encoded) that runs only once when the SageMaker Notebook Instance is created.
	OnCreate pulumi.StringPtrInput
	// A shell script (base64-encoded) that runs every time the SageMaker Notebook Instance is started including the time it's created.
	OnStart pulumi.StringPtrInput
}

The set of arguments for constructing a NotebookInstanceLifecycleConfiguration resource.

func (NotebookInstanceLifecycleConfigurationArgs) ElementType 

func (NotebookInstanceLifecycleConfigurationArgs) ElementType() reflect.Type

type NotebookInstanceLifecycleConfigurationState 

type NotebookInstanceLifecycleConfigurationState struct {
	// The Amazon Resource Name (ARN) assigned by AWS to this lifecycle configuration.
	Arn pulumi.StringPtrInput
	// The name of the lifecycle configuration (must be unique). If omitted, this provider will assign a random, unique name.
	Name pulumi.StringPtrInput
	// A shell script (base64-encoded) that runs only once when the SageMaker Notebook Instance is created.
	OnCreate pulumi.StringPtrInput
	// A shell script (base64-encoded) that runs every time the SageMaker Notebook Instance is started including the time it's created.
	OnStart pulumi.StringPtrInput
}

func (NotebookInstanceLifecycleConfigurationState) ElementType 

func (NotebookInstanceLifecycleConfigurationState) ElementType() reflect.Type

type NotebookInstanceState 

type NotebookInstanceState struct {
	// The Amazon Resource Name (ARN) assigned by AWS to this notebook instance.
	Arn pulumi.StringPtrInput
	// Set to `Disabled` to disable internet access to notebook. Requires `securityGroups` and `subnetId` to be set. Supported values: `Enabled` (Default) or `Disabled`. If set to `Disabled`, the notebook instance will be able to access resources only in your VPC, and will not be able to connect to Amazon SageMaker training and endpoint services unless your configure a NAT Gateway in your VPC.
	DirectInternetAccess pulumi.StringPtrInput
	// The name of ML compute instance type.
	InstanceType pulumi.StringPtrInput
	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	KmsKeyId pulumi.StringPtrInput
	// The name of a lifecycle configuration to associate with the notebook instance.
	LifecycleConfigName pulumi.StringPtrInput
	// The name of the notebook instance (must be unique).
	Name pulumi.StringPtrInput
	// The ARN of the IAM role to be used by the notebook instance which allows SageMaker to call other services on your behalf.
	RoleArn pulumi.StringPtrInput
	// The associated security groups.
	SecurityGroups pulumi.StringArrayInput
	// The VPC subnet ID.
	SubnetId pulumi.StringPtrInput
	// A map of tags to assign to the resource.
	Tags pulumi.StringMapInput
}

func (NotebookInstanceState) ElementType 

func (NotebookInstanceState) ElementType() reflect.Type

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