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	Optional[str] The namespace of the KubernetesCompute. Defaults to "default".
properties Required	Optional[Dict] The properties of the Kubernetes compute resource.
identity Required	IdentityConfiguration 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
Optional[str]	The compute resource creation timestamp.

creation_context

The creation context of the resource.

Returns

Type	Description
Optional[SystemData]	The creation metadata for the resource.

id

The resource ID.

Returns

Type	Description
Optional[str]	The global ID of the resource, an Azure Resource Manager (ARM) ID.

provisioning_errors

The compute resource provisioning errors.

Returns

Type	Description
Optional[str]	The compute resource provisioning errors.

provisioning_state

The compute resource's provisioning state.

Returns

Type	Description
Optional[str]	The compute resource's provisioning state.

type

The compute type.

Returns

Type	Description
Optional[str]	The compute type.