DatacacheHydrationTracker Class

Note

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

DatacacheHydrationTracker is used to keep track of the hydration job.

It can be used to wait on the the completion of the hydration process before consuming the datacache in the training job.

Create the datacache hydration tracker object.

Constructor

DatacacheHydrationTracker(workspace, datacache_store, dataset, replica_count, run_id)

Name	Description
workspace Required	Workspace The workspace.
name Required	str The name of the datacachestore.
dataset Required	FileDataset The dataset that is being hydrated.
replica_count Required	<xref:Int> Number of replicas requested for the hydration job.
run_id Required	str Run id of the hydration job to track.

Wait for the requested replicas to be hydrated.

Wait for the requested replicas to be hydrated.

wait_for_completion(show_output=False)

Name	Description
show_output	bool, <xref:Defaults to False> Indicates whether to provide more verbose output. Default value: False

Type	Description
dict	The status object.