Interface ICfnNotebookInstanceProps

Properties for defining a CfnNotebookInstance.

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.AWS.Sagemaker.dll

Syntax (csharp)

public interface ICfnNotebookInstanceProps

Syntax (vb)

Public Interface ICfnNotebookInstanceProps

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

CfnNotebookInstanceProps cfnNotebookInstanceProps = new CfnNotebookInstanceProps {
    InstanceType = "instanceType",
    RoleArn = "roleArn",

    // the properties below are optional
    AcceleratorTypes = new [] { "acceleratorTypes" },
    AdditionalCodeRepositories = new [] { "additionalCodeRepositories" },
    DefaultCodeRepository = "defaultCodeRepository",
    DirectInternetAccess = "directInternetAccess",
    KmsKeyId = "kmsKeyId",
    LifecycleConfigName = "lifecycleConfigName",
    NotebookInstanceName = "notebookInstanceName",
    PlatformIdentifier = "platformIdentifier",
    RootAccess = "rootAccess",
    SecurityGroupIds = new [] { "securityGroupIds" },
    SubnetId = "subnetId",
    Tags = new [] { new CfnTag {
        Key = "key",
        Value = "value"
    } },
    VolumeSizeInGb = 123
};

Synopsis

Properties

AcceleratorTypes	A list of Amazon Elastic Inference (EI) instance types to associate with the notebook instance.
AdditionalCodeRepositories	An array of up to three Git repositories associated with the notebook instance.
DefaultCodeRepository	The Git repository associated with the notebook instance as its default code repository.
DirectInternetAccess	Sets whether SageMaker provides internet access to the notebook instance.
InstanceType	The type of ML compute instance to launch for the notebook instance.
KmsKeyId	The Amazon Resource Name (ARN) of a AWS Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to your notebook instance.
LifecycleConfigName	The name of a lifecycle configuration to associate with the notebook instance.
NotebookInstanceName	The name of the new notebook instance.
PlatformIdentifier	The platform identifier of the notebook instance runtime environment.
RoleArn	When you send any requests to AWS resources from the notebook instance, SageMaker assumes this role to perform tasks on your behalf.
RootAccess	Whether root access is enabled or disabled for users of the notebook instance. The default value is Enabled .
SecurityGroupIds	The VPC security group IDs, in the form sg-xxxxxxxx.
SubnetId	The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance.
Tags	A list of key-value pairs to apply to this resource.
VolumeSizeInGb	The size, in GB, of the ML storage volume to attach to the notebook instance.

Properties

AcceleratorTypes

A list of Amazon Elastic Inference (EI) instance types to associate with the notebook instance.

virtual string[] AcceleratorTypes { get; }

Property Value

System.String[]

Remarks

Currently, only one instance type can be associated with a notebook instance. For more information, see Using Elastic Inference in Amazon SageMaker .

Valid Values: ml.eia1.medium | ml.eia1.large | ml.eia1.xlarge | ml.eia2.medium | ml.eia2.large | ml.eia2.xlarge .

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-acceleratortypes

AdditionalCodeRepositories

An array of up to three Git repositories associated with the notebook instance.

virtual string[] AdditionalCodeRepositories { get; }

Property Value

System.String[]

Remarks

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. For more information, see Associating Git Repositories with SageMaker Notebook Instances .

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-additionalcoderepositories

DefaultCodeRepository

The Git repository associated with the notebook instance as its default code repository.

virtual string DefaultCodeRepository { get; }

Property Value

System.String

Remarks

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. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with SageMaker Notebook Instances .

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-defaultcoderepository

DirectInternetAccess

Sets whether SageMaker provides internet access to the notebook instance.

virtual string DirectInternetAccess { get; }

Property Value

System.String

Remarks

If you set this to Disabled this notebook instance is able to access resources only in your VPC, and is not be able to connect to SageMaker training and endpoint services unless you configure a NAT Gateway in your VPC.

For more information, see Notebook Instances Are Internet-Enabled by Default . You can set the value of this parameter to Disabled only if you set a value for the SubnetId parameter.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-directinternetaccess

InstanceType

The type of ML compute instance to launch for the notebook instance.

string InstanceType { get; }

Property Value

System.String

Remarks

Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancetype

KmsKeyId

The Amazon Resource Name (ARN) of a AWS Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to your notebook instance.

virtual string KmsKeyId { get; }

Property Value

System.String

Remarks

The KMS key you provide must be enabled. For information, see Enabling and Disabling Keys in the AWS Key Management Service Developer Guide .

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-kmskeyid

LifecycleConfigName

The name of a lifecycle configuration to associate with the notebook instance.

virtual string LifecycleConfigName { get; }

Property Value

System.String

Remarks

For information about lifecycle configurations, see Customize a Notebook Instance in the Amazon SageMaker Developer Guide .

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-lifecycleconfigname

NotebookInstanceName

The name of the new notebook instance.

virtual string NotebookInstanceName { get; }

Property Value

System.String

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-notebookinstancename

PlatformIdentifier

The platform identifier of the notebook instance runtime environment.

virtual string PlatformIdentifier { get; }

Property Value

System.String

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-platformidentifier

RoleArn

When you send any requests to AWS resources from the notebook instance, SageMaker assumes this role to perform tasks on your behalf.

string RoleArn { get; }

Property Value

System.String

Remarks

You must grant this role necessary permissions so SageMaker can perform these tasks. The policy must allow the SageMaker service principal (sagemaker.amazonaws.com) permissions to assume this role. For more information, see SageMaker Roles .

To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rolearn

RootAccess

Whether root access is enabled or disabled for users of the notebook instance. The default value is Enabled .

virtual string RootAccess { get; }

Property Value

System.String

Remarks

Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rootaccess

SecurityGroupIds

The VPC security group IDs, in the form sg-xxxxxxxx.

virtual string[] SecurityGroupIds { get; }

Property Value

System.String[]

Remarks

The security groups must be for the same VPC as specified in the subnet.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-securitygroupids

SubnetId

The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance.

virtual string SubnetId { get; }

Property Value

System.String

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-subnetid

Tags

A list of key-value pairs to apply to this resource.

virtual ICfnTag[] Tags { get; }

Property Value

ICfnTag[]

Remarks

For more information, see Resource Tag and Using Cost Allocation Tags .

You can add tags later by using the CreateTags API.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-tags

VolumeSizeInGb

The size, in GB, of the ML storage volume to attach to the notebook instance.

virtual Nullable<double> VolumeSizeInGb { get; }

Property Value

System.Nullable<System.Double>

Remarks

The default value is 5 GB.

Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-volumesizeingb