DatasetProfileRun Class

  • Reference

Note

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

An experiment run class to handle and monitor dataset profile run.

Create a DatasetProfileRun object.

Inheritance
Run
DatasetProfileRun

Constructor

DatasetProfileRun(workspace, dataset, run)

Parameters

workspace
Workspace
Required

Workspace which the profile run belongs to. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.workspace.workspace for more information on workspaces.

dataset
TabularDataset
Required

The tabular dataset which is target of this profile run. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.data.tabulardataset for more information on tabular datasets.

run
Run
Required

The submitted experiment run for this profile run. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.run(class for more information on run.

workspace
Workspace
Required

Workspace which the profile run belongs to. Required if dataset is not associated to a workspace. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.workspace.workspace for more information on workspaces.

dataset
TabularDataset
Required

The tabular dataset which is target of this profile run. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.data.tabulardataset for more information on tabular datasets.

run
Run
Required

The submitted experiment run for this profile run. See https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.run(class for more information on run.

Methods

get_profile

Note

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

Retrieve data profile from the result of this run.

get_profile

Note

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

Retrieve data profile from the result of this run.

get_profile()

Returns

Profile result from the latest profile run of type DatasetProfile

Return type

DatasetProfile