azure_ml_sdk.services.asset.compute

Classes

ComputeManager

Class for creating or updating a compute cluster on Azure Machine Learning Workspace.

Module Contents

class azure_ml_sdk.services.asset.compute.ComputeManager(ml_client: azure.ai.ml.MLClient)

Bases: altametris.azure_ml_sdk.services.asset.base.BaseAssetManager

Class for creating or updating a compute cluster on Azure Machine Learning Workspace.

abstract list_versions(_: str)

Not implemented for computes.

abstract get_latest_version(_: str)

Not implemented for computes.

create(compute_name: str, compute_size: str, min_nodes: int, max_nodes: int, priority: str) → azure.ai.ml.entities.AmlCompute

Create or update a compute cluster.

Parameters:

  • compute_name (str) – Name of the compute cluster.

  • compute_size (str) – Size of the compute cluster. For example, Standard_NC6s_v3.

  • min_nodes (int) – Minimum nodes of the cluster.

  • max_nodes (int) – Maximum nodes of the cluster.

  • priority (str) – The VM priority tier to use for the cluster. dedicated or low_priority.

Returns:

the created compute cluster.

Return type:

AmlCompute