AmlCompute Class

An Azure Machine Learning compute.

Variables are only populated by the server, and will be ignored when sending a request.

All required parameters must be populated in order to send to Azure.

Inheritance

azure.mgmt.machinelearningservices.models._models_py3.Compute

AmlCompute

Constructor

AmlCompute(*, compute_location: Optional[str] = None, description: Optional[str] = None, resource_id: Optional[str] = None, properties: Optional[azure.mgmt.machinelearningservices.models._models_py3.AmlComputeProperties] = None, **kwargs)

Parameters

compute_type

str or ComputeType

Required

Required. The type of compute.Constant filled by server. Possible values include: "AKS", "AmlCompute", "ComputeInstance", "DataFactory", "VirtualMachine", "HDInsight", "Databricks", "DataLakeAnalytics".

compute_location

str

Required

Location for the underlying compute.

description

str

Required

The description of the Machine Learning compute.

resource_id

str

Required

ARM resource id of the underlying compute.

properties

AmlComputeProperties

Required

AML Compute properties.

Variables

provisioning_state

str or ProvisioningState

The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: "Unknown", "Updating", "Creating", "Deleting", "Succeeded", "Failed", "Canceled".

created_on

datetime

The date and time when the compute was created.

modified_on

datetime

The date and time when the compute was last modified.

provisioning_errors

list[MachineLearningServiceError]

Errors during provisioning.

is_attached_compute

bool

Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.