Paws::SageMaker::CreateModel - Arguments for method CreateModel on Paws::SageMaker
This class represents the parameters used for calling the method CreateModel on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method CreateModel.
You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateModel.
my $api.sagemaker = Paws->service('SageMaker'); my $CreateModelOutput = $api . sagemaker->CreateModel( ExecutionRoleArn => 'MyRoleArn', ModelName => 'MyModelName', Containers => [ { ContainerHostname => 'MyContainerHostname', # max: 63; OPTIONAL Environment => { 'MyEnvironmentKey' => 'MyEnvironmentValue', # key: max: 1024, value: max: 1024 }, # max: 16; OPTIONAL Image => 'MyImage', # max: 255; OPTIONAL ModelDataUrl => 'MyUrl', # max: 1024; OPTIONAL ModelPackageName => 'MyArnOrName', # min: 1, max: 170; OPTIONAL }, ... ], # OPTIONAL EnableNetworkIsolation => 1, # OPTIONAL PrimaryContainer => { ContainerHostname => 'MyContainerHostname', # max: 63; OPTIONAL Environment => { 'MyEnvironmentKey' => 'MyEnvironmentValue', # key: max: 1024, value: max: 1024 }, # max: 16; OPTIONAL Image => 'MyImage', # max: 255; OPTIONAL ModelDataUrl => 'MyUrl', # max: 1024; OPTIONAL ModelPackageName => 'MyArnOrName', # min: 1, max: 170; OPTIONAL }, # OPTIONAL Tags => [ { Key => 'MyTagKey', # min: 1, max: 128 Value => 'MyTagValue', # max: 256 }, ... ], # OPTIONAL VpcConfig => { SecurityGroupIds => [ 'MySecurityGroupId', ... # max: 32 ], # min: 1, max: 5 Subnets => [ 'MySubnetId', ... # max: 32 ], # min: 1, max: 16 }, # OPTIONAL ); # Results: my $ModelArn = $CreateModelOutput->ModelArn; # Returns a L<Paws::SageMaker::CreateModelOutput> object.
Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/CreateModel
Specifies the containers in the inference pipeline.
Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
The Semantic Segmentation built-in algorithm does not support network isolation.
The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see Amazon SageMaker Roles (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission.
iam:PassRole
The name of the new model.
The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.
An array of key-value pairs. For more information, see Using Cost Allocation Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the AWS Billing and Cost Management User Guide.
A VpcConfig object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. VpcConfig is used in hosting services and in batch transform. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html).
VpcConfig
This class forms part of Paws, documenting arguments for method CreateModel in Paws::SageMaker
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues
To install Paws::SDK::Config, copy and paste the appropriate command in to your terminal.
cpanm
cpanm Paws::SDK::Config
CPAN shell
perl -MCPAN -e shell install Paws::SDK::Config
For more information on module installation, please visit the detailed CPAN module installation guide.