DatacacheConfiguration Class

Note

This is an experimental class, and may change at any time. Please see https://aka.ms/azuremlexperimental for more information.

Represents how to consume datacache in a run configuration.

This class is used in the RunConfiguration class.

Class DatacacheConfiguration constructor.

Inheritance

azureml._base_sdk_common.abstract_run_config_element._AbstractRunConfigElement

DatacacheConfiguration

Constructor

DatacacheConfiguration(dataset_id=None, datacache_store=None, datacache_id=None, mode='mount', path_on_compute=None, replica=None, failure_fallback=False)

Parameters

Name	Description
datacache_id Required	str Id of the datacache to be consumed in the run.
datacache_store Required	str Name of the datacache store.
dataset_id Required	str Id of the dataset.
mode Required	str The mode to handle.
replica Required	int Number of replicas to be used in the job..
failure_fallback Required	bool Whether to fallback to the original dataset if replicas are not ready.
path_on_compute Required	str Path where data will be available on the compute.

Methods

create

Create a DatacacheConfiguration from a DatacacheConsumptionConfig.

create

Create a DatacacheConfiguration from a DatacacheConsumptionConfig.

static create(data)

Parameters

Name	Description
data Required	DatacacheConsumptionConfig the DatacacheConsumptionConfig to create the DatacacheConfiguration from.

Returns

Type	Description
DatacacheConfiguration	the DatacacheConfiguration representing how to deliver the data to the compute target.