mlos_bench.services.remote.azure.azure_deployment_services module

Base class for certain Azure Services classes that do deployments.

class mlos_bench.services.remote.azure.azure_deployment_services.AzureDeploymentService(config: Dict[str, Any] | None = None, global_config: Dict[str, Any] | None = None, parent: Service | None = None, methods: Dict[str, Callable] | List[Callable] | None = None)

Bases: Service

Helper methods to manage and deploy Azure resources via REST APIs.

Attributes:

config_loader_service

Return a config loader service.

deploy_params

Get the deployment parameters.

Methods

export()	Return a dictionary of functions available in this service.
merge_methods(ext_methods, local_methods)	Merge methods from the external caller with the local ones.
new(class_name[, config, global_config, parent])	Factory method for a new service with a given config.
pprint()	Produce a human-readable string listing all public methods of the service.
register(services)	Register new mix-in services.

property deploy_params: dict

Get the deployment parameters.