NotebookInstance class
Provides a SageMaker AI Notebook Instance resource.
Example Usage
Basic usage
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const ni = new aws.sagemaker.NotebookInstance("ni", {
name: "my-notebook-instance",
roleArn: role.arn,
instanceType: "ml.t2.medium",
tags: {
Name: "foo",
},
});
import pulumi
import pulumi_aws as aws
ni = aws.sagemaker.NotebookInstance("ni",
name="my-notebook-instance",
role_arn=role["arn"],
instance_type="ml.t2.medium",
tags={
"Name": "foo",
})
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var ni = new Aws.Sagemaker.NotebookInstance("ni", new()
{
Name = "my-notebook-instance",
RoleArn = role.Arn,
InstanceType = "ml.t2.medium",
Tags =
{
{ "Name", "foo" },
},
});
});
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v7/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := sagemaker.NewNotebookInstance(ctx, "ni", &sagemaker.NotebookInstanceArgs{
Name: pulumi.String("my-notebook-instance"),
RoleArn: pulumi.Any(role.Arn),
InstanceType: pulumi.String("ml.t2.medium"),
Tags: pulumi.StringMap{
"Name": pulumi.String("foo"),
},
})
if err != nil {
return err
}
return nil
})
}
pulumi {
required_providers {
aws = {
source = "pulumi/aws"
}
}
}
resource "aws_sagemaker_notebookinstance" "ni" {
name = "my-notebook-instance"
role_arn = role.arn
instance_type = "ml.t2.medium"
tags = {
"Name" = "foo"
}
}
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.NotebookInstance;
import com.pulumi.aws.sagemaker.NotebookInstanceArgs;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var ni = new NotebookInstance("ni", NotebookInstanceArgs.builder()
.name("my-notebook-instance")
.roleArn(role.arn())
.instanceType("ml.t2.medium")
.tags(Map.of("Name", "foo"))
.build());
}
}
resources:
ni:
type: aws:sagemaker:NotebookInstance
properties:
name: my-notebook-instance
roleArn: ${role.arn}
instanceType: ml.t2.medium
tags:
Name: foo
Code repository usage
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const example = new aws.sagemaker.CodeRepository("example", {
gitConfig: {
repositoryUrl: "https://github.com/github/docs.git",
},
codeRepositoryName: "my-notebook-instance-code-repo",
});
const ni = new aws.sagemaker.NotebookInstance("ni", {
name: "my-notebook-instance",
roleArn: role.arn,
instanceType: "ml.t2.medium",
defaultCodeRepository: example.codeRepositoryName,
tags: {
Name: "foo",
},
});
import pulumi
import pulumi_aws as aws
example = aws.sagemaker.CodeRepository("example",
git_config={
"repository_url": "https://github.com/github/docs.git",
},
code_repository_name="my-notebook-instance-code-repo")
ni = aws.sagemaker.NotebookInstance("ni",
name="my-notebook-instance",
role_arn=role["arn"],
instance_type="ml.t2.medium",
default_code_repository=example.code_repository_name,
tags={
"Name": "foo",
})
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var example = new Aws.Sagemaker.CodeRepository("example", new()
{
GitConfig = new Aws.Sagemaker.Inputs.CodeRepositoryGitConfigArgs
{
RepositoryUrl = "https://github.com/github/docs.git",
},
CodeRepositoryName = "my-notebook-instance-code-repo",
});
var ni = new Aws.Sagemaker.NotebookInstance("ni", new()
{
Name = "my-notebook-instance",
RoleArn = role.Arn,
InstanceType = "ml.t2.medium",
DefaultCodeRepository = example.CodeRepositoryName,
Tags =
{
{ "Name", "foo" },
},
});
});
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v7/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
example, err := sagemaker.NewCodeRepository(ctx, "example", &sagemaker.CodeRepositoryArgs{
GitConfig: &sagemaker.CodeRepositoryGitConfigArgs{
RepositoryUrl: pulumi.String("https://github.com/github/docs.git"),
},
CodeRepositoryName: pulumi.String("my-notebook-instance-code-repo"),
})
if err != nil {
return err
}
_, err = sagemaker.NewNotebookInstance(ctx, "ni", &sagemaker.NotebookInstanceArgs{
Name: pulumi.String("my-notebook-instance"),
RoleArn: pulumi.Any(role.Arn),
InstanceType: pulumi.String("ml.t2.medium"),
DefaultCodeRepository: example.CodeRepositoryName,
Tags: pulumi.StringMap{
"Name": pulumi.String("foo"),
},
})
if err != nil {
return err
}
return nil
})
}
pulumi {
required_providers {
aws = {
source = "pulumi/aws"
}
}
}
resource "aws_sagemaker_coderepository" "example" {
git_config = {
repository_url = "https://github.com/github/docs.git"
}
code_repository_name = "my-notebook-instance-code-repo"
}
resource "aws_sagemaker_notebookinstance" "ni" {
name = "my-notebook-instance"
role_arn = role.arn
instance_type = "ml.t2.medium"
default_code_repository = aws_sagemaker_coderepository.example.code_repository_name
tags = {
"Name" = "foo"
}
}
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.CodeRepository;
import com.pulumi.aws.sagemaker.CodeRepositoryArgs;
import com.pulumi.aws.sagemaker.inputs.CodeRepositoryGitConfigArgs;
import com.pulumi.aws.sagemaker.NotebookInstance;
import com.pulumi.aws.sagemaker.NotebookInstanceArgs;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var example = new CodeRepository("example", CodeRepositoryArgs.builder()
.gitConfig(CodeRepositoryGitConfigArgs.builder()
.repositoryUrl("https://github.com/github/docs.git")
.build())
.codeRepositoryName("my-notebook-instance-code-repo")
.build());
var ni = new NotebookInstance("ni", NotebookInstanceArgs.builder()
.name("my-notebook-instance")
.roleArn(role.arn())
.instanceType("ml.t2.medium")
.defaultCodeRepository(example.codeRepositoryName())
.tags(Map.of("Name", "foo"))
.build());
}
}
resources:
example:
type: aws:sagemaker:CodeRepository
properties:
gitConfig:
repositoryUrl: https://github.com/github/docs.git
codeRepositoryName: my-notebook-instance-code-repo
ni:
type: aws:sagemaker:NotebookInstance
properties:
name: my-notebook-instance
roleArn: ${role.arn}
instanceType: ml.t2.medium
defaultCodeRepository: ${example.codeRepositoryName}
tags:
Name: foo
Import
Using pulumi import, import SageMaker AI Notebook Instances using the name. For example:
$ pulumi import aws:sagemaker/notebookInstance:NotebookInstance test_notebook_instance my-notebook-instance
Constructors
- NotebookInstance(String name, {NotebookInstanceArgs? args, CustomResourceOptions? options})
-
Creates a new NotebookInstance.
nameThe Pulumi resource name.argsArguments used to configure this NotebookInstance. The set of arguments for NotebookInstance.optionsResource options controlling this resource's behavior. - NotebookInstance.reference(String urn)
- Creates a typed reference to an existing NotebookInstance resource.
Properties
-
additionalCodeRepositories
↔ Output<
List< String> ?> -
An array of up to three Git repositories to associate with the notebook instance.
These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in AWS CodeCommit or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance.
latefinal
-
arn
↔ Output<
String> -
ARN assigned by AWS to this notebook instance.
latefinal
-
childResources
→ Set<
Resource> -
finalinherited
-
completionSources
↔ Map<
String, IOutputCompletionSource> -
latefinalinherited
-
defaultCodeRepository
↔ Output<
String?> -
The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in AWS CodeCommit or in any other Git repository.
latefinal
-
directInternetAccess
↔ Output<
String?> -
Set to
Disabledto disable internet access to notebook. RequiressecurityGroupsandsubnetIdto be set. Supported values:Enabled(Default) orDisabled. If set toDisabled, the notebook instance will be able to access resources only in your VPC, and will not be able to connect to Amazon SageMaker AI training and endpoint services unless your configure a NAT Gateway in your VPC.latefinal - hashCode → int
-
The hash code for this object.
no setterinherited
-
id
↔ Output<
String> -
getter/setter pairinherited
-
instanceMetadataServiceConfiguration
↔ Output<
NotebookInstanceInstanceMetadataServiceConfiguration?> -
Information on the IMDS configuration of the notebook instance. Conflicts with
instanceMetadataServiceConfiguration. see details below.latefinal -
instanceType
↔ Output<
String> -
The name of ML compute instance type.
latefinal
- isCustom → bool
-
Returns whether this resource is provider-managed.
no setterinherited
- isProtected → bool
-
Returns whether this resource is protected from deletion.
no setterinherited
- isRemote → bool
-
Whether this resource is registered as remote.
no setterinherited
- isResourceReference → bool
-
Whether this instance represents a resource value returned over RPC.
finalinherited
-
kmsKeyId
↔ Output<
String?> -
KMS key that Amazon SageMaker AI uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
latefinal
-
lifecycleConfigName
↔ Output<
String?> -
The name of a lifecycle configuration to associate with the notebook instance.
latefinal
-
name
↔ Output<
String> -
The name of the notebook instance (must be unique).
latefinal
-
networkInterfaceId
↔ Output<
String> -
The network interface ID that Amazon SageMaker AI created at the time of creating the instance. Only available when setting
subnetId.latefinal -
platformIdentifier
↔ Output<
String> -
The platform identifier of the notebook instance runtime environment. This value can be either
notebook-al1-v1(deprecated),notebook-al2-v1(deprecated),notebook-al2-v2(deprecated),notebook-al2-v3, ornotebook-al2023-v1, depending on which version of Amazon Linux you require. Defaults tonotebook-al2-v3.latefinal -
region
↔ Output<
String> -
Region where this resource will be managed. Defaults to the Region set in the provider configuration.
latefinal
-
resourceTransforms
→ List<
ResourceTransform> -
Inherited/explicit async transforms.
no setterinherited
-
roleArn
↔ Output<
String> -
The ARN of the IAM role to be used by the notebook instance which allows SageMaker AI to call other services on your behalf.
latefinal
-
rootAccess
↔ Output<
String?> -
Whether root access is
EnabledorDisabledfor users of the notebook instance. The default value isEnabled.latefinal - runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
-
securityGroups
↔ Output<
List< String> > -
The associated security groups.
latefinal
-
subnetId
↔ Output<
String?> -
The VPC subnet ID.
latefinal
-
A map of tags to assign to the resource. If configured with a provider
defaultTagsconfiguration block present, tags with matching keys will overwrite those defined at the provider-level.latefinal -
A map of tags assigned to the resource, including those inherited from the provider
defaultTagsconfiguration block.latefinal -
transformations
→ List<
ResourceTransformation> -
Inherited/explicit legacy transformations.
no setterinherited
-
url
↔ Output<
String> -
The URL that you use to connect to the Jupyter notebook that is running in your notebook instance.
latefinal
-
urn
↔ Output<
String> -
latefinalinherited
-
volumeSize
↔ Output<
int?> -
The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB.
latefinal
Methods
-
failId(
Object error) → void -
Completes this resource ID with an error when registration fails.
inherited
-
failOutputs(
Object error) → void -
Completes all output properties with
error.inherited -
failUrn(
Object error) → void -
Completes this resource URN with an error when registration fails.
inherited
-
getProvider(
String moduleMember) → ProviderResource? -
Returns provider for
moduleMember's package, if configured.inherited -
getResourceName(
) → String -
Returns this resource's logical name.
inherited
-
getResourceType(
) → String -
Returns this resource's Pulumi type token.
inherited
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
registerOutput<
T> (String propertyName, {Object? decoder(Object?)?, bool isSecret = false}) → Output< T> -
Registers a dynamic output property for this resource.
inherited
-
resolveId(
String? value, {required bool isKnown}) → void -
Resolves the provider-assigned ID for this resource.
inherited
-
resolveOutputs(
Struct outputs) → void -
Resolves all output properties from a monitor response payload.
inherited
-
resolveUrn(
String value) → void -
Resolves this resource's URN once assigned by the engine.
inherited
-
serializeProperties(
Map< String, dynamic> properties) → Future<Struct> -
Serializes resource properties for RPC transmission.
inherited
-
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Static Methods
-
get(
String name, Input< String> id, {NotebookInstanceState? state, CustomResourceOptions? options}) → NotebookInstance -
Gets an existing NotebookInstance resource's state with the given
nameandid.