ez_azml.cloud_runs.cloud_run.CloudRun

class ez_azml.cloud_runs.cloud_run.CloudRun(compute: AmlCompute | None = None, environment: Environment | None = None, ml_client: MLClient | None = None, inputs: dict[str, azure.ai.ml.entities._inputs_outputs.input.Input] | None = None, outputs: dict[str, azure.ai.ml.entities._inputs_outputs.output.Output] | None = None)

Bases: ABC

Abstract class representing any process that runs on the cloud.

Parameters:

• compute – Compute used to execute the run

• environment – Environment used to host the run

• ml_client – Client in charge of interacting with the cloud provider

__init__(compute: AmlCompute | None = None, environment: Environment | None = None, ml_client: MLClient | None = None, inputs: dict[str, azure.ai.ml.entities._inputs_outputs.input.Input] | None = None, outputs: dict[str, azure.ai.ml.entities._inputs_outputs.output.Output] | None = None) → None

Methods

__init__([compute, environment, ml_client, ...])
on_register_end()	Hook called after a component has been registered.
on_register_start()	Hook called before a component has been registered.
on_run_end(output)	Hook called once run has been submitted.
on_run_start()	Hook called before run is submitted.
register()	Registers the run as a reusable component.
run()	Submits and runs the job.