aks Module

Contains functionality for managing Azure Kubernetes Service compute targets in Azure Machine Learning.

Classes

AksAttachConfiguration

Represents configuration parameters for attaching AksCompute targets.

Use the attach_configuration method of the AksCompute class to specify attach parameters.

Initialize the configuration object.

AksCompute

Manages an Azure Kubernetes Service compute target in Azure Machine Learning.

Azure Kubernetes Service (AKSCompute) targets are typically used for high-scale production deployments because they provides fast response time and autoscaling of the deployed service. For more information, see What are compute targets in Azure Machine Learning?

Class ComputeTarget constructor.

Retrieve a cloud representation of a Compute object associated with the provided workspace. Returns an instance of a child class corresponding to the specific type of the retrieved Compute object.

AksProvisioningConfiguration

Represents configuration parameters for provisioning AksCompute targets.

Use the provisioning_configuration method of the AksCompute class to specify provisioning parameters.

Initialize a configuration object for provisioning an AKS compute target.

Must provide all three CName, cert file, and key file to enable SSL validation.

AksUpdateConfiguration

Represents configuration parameters for updating an AKSCompute target.

Initialize the configuration object.

SslConfiguration

Represents an SSL configuration object for use with AksCompute.

Initialize the SslConfiguration object.

SystemService

Represents an Azure Kubernetes System Service object.

For more information about services in Azure Kubernetes, see Network concepts for applications in AKS.

Initialize the System Service object.