qualitylib.tools.dataset.read_dataset

read_dataset(dataset, shuffle=True)[source]

Read dataset module to create a list of assets in the dataset.

Parameters:

  • dataset (ModuleType) – Module describing attributes of the dataset

  • shuffle (bool) – Optional flag denoting whether assets should be returned in a random order. Defaults to True.

Raises:

  • AttributeError – If dataset does not have a dataset_name.

  • AttributeError – If dataset does not have a list of dis_videos

  • KeyError – If any element of dis_videos does not have a ‘path’

  • ValueError – If any element of dis_videos does not have exactly one of ‘score’, ‘mos’, or ‘dmos’

  • ValueError – If a Standard is not provided either globally or for each video.

Return type:

List[Dict[str, Any]]

Returns:

List of asset dictionaries