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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.

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.