KubernetesCompute Class

Kubernetes Compute resource.

Inheritance
azure.ai.ml.entities._compute.compute.Compute
KubernetesCompute

Constructor

KubernetesCompute(*, namespace: str = 'default', properties: Dict[str, Any] | None = None, identity: IdentityConfiguration | None = None, **kwargs: Any)

Parameters

Name Description
namespace
Required

The namespace of the KubernetesCompute. Defaults to "default".

properties
Required

The properties of the Kubernetes compute resource.

identity
Required

The identities that are associated with the compute cluster.

Keyword-Only Parameters

Name Description
namespace
Default value: default
properties
Required
identity
Required

Examples

Creating a KubernetesCompute object.


   from azure.ai.ml.entities import KubernetesCompute

   k8s_compute = KubernetesCompute(
       identity=IdentityConfiguration(
           type="UserAssigned",
           user_assigned_identities=[
               ManagedIdentityConfiguration(
                   resource_id="/subscriptions/1234567-abcd-ef12-1234-12345/resourcegroups/our_rg_eastus/providers/Microsoft.ManagedIdentity/userAssignedIdentities/our-agent-aks"
               )
           ],
       ),
   )

Methods

dump

Dump the compute content into a file in yaml format.

dump

Dump the compute content into a file in yaml format.

dump(dest: str | PathLike | IO, **kwargs: Any) -> None

Parameters

Name Description
dest
Required
Union[<xref:PathLike>, str, IO[AnyStr]]

The destination to receive this compute's content. Must be either a path to a local file, or an already-open file stream. If dest is a file path, a new file will be created, and an exception is raised if the file exists. If dest is an open file, the file will be written to directly, and an exception will be raised if the file is not writable.'.

Attributes

base_path

The base path of the resource.

Returns

Type Description
str

The base path of the resource.

created_on

The compute resource creation timestamp.

Returns

Type Description

The compute resource creation timestamp.

creation_context

The creation context of the resource.

Returns

Type Description

The creation metadata for the resource.

id

The resource ID.

Returns

Type Description

The global ID of the resource, an Azure Resource Manager (ARM) ID.

provisioning_errors

The compute resource provisioning errors.

Returns

Type Description

The compute resource provisioning errors.

provisioning_state

The compute resource's provisioning state.

Returns

Type Description

The compute resource's provisioning state.

type

The compute type.

Returns

Type Description

The compute type.