def make_dataset(
    directory: PATH_TYPE,
    extensions: Optional[Tuple[str, ...]] = None,
    is_valid_file: Optional[Callable[[str], bool]] = None,
) -> Tuple[List[PATH_TYPE], Optional[List[PATH_TYPE]]]:
    """Generates a list of samples of a form (path_to_sample, class).

    Args:
        directory (str): root dataset directory
        extensions (optional): A list of allowed extensions.
            Either extensions or is_valid_file should be passed. Defaults to None.
        is_valid_file (optional): A function that takes path of a file
            and checks if the file is a valid file
            (used to check of corrupt files) both extensions and
            is_valid_file should not be passed. Defaults to None.

    Raises:
        ValueError: In case ``extensions`` and ``is_valid_file`` are None or both are not None.

    Returns:
        (files, targets) Tuple containing the list of files and corresponding list of targets.

    """
    files, targets = [], []
    directory = os.path.expanduser(str(directory))
    both_none = extensions is None and is_valid_file is None
    both_something = extensions is not None and is_valid_file is not None
    if both_none or both_something:
        raise ValueError("Both extensions and is_valid_file cannot be None or not None at the same time")
    if extensions is not None:

        def is_valid_file(x: str) -> bool:
            return has_file_allowed_extension(x, cast(Tuple[str, ...], extensions))

    is_valid_file = cast(Callable[[str], bool], is_valid_file)
    subdirs = list_subdirs(directory)
    if len(subdirs) > 0:
        for target_class in subdirs:
            target_dir = os.path.join(directory, target_class)
            if not os.path.isdir(target_dir):
                continue
            for root, _, fnames in sorted(os.walk(target_dir, followlinks=True)):
                for fname in sorted(fnames):
                    path = os.path.join(root, fname)
                    if is_valid_file(path):
                        files.append(path)
                        targets.append(target_class)
        return files, targets
    return list_valid_files(directory), None
Generates a list of samples of a form (path_to_sample, class).

    Args:
        directory (str): root dataset directory
        extensions (optional): A list of allowed extensions.
            Either extensions or is_valid_file should be passed. Defaults to None.
        is_valid_file (optional): A function that takes path of a file
            and checks if the file is a valid file
            (used to check of corrupt files) both extensions and
            is_valid_file should not be passed. Defaults to None.

    Raises:
        ValueError: In case ``extensions`` and ``is_valid_file`` are None or both are not None.

    Returns:
        (files, targets) Tuple containing the list of files and corresponding list of targets.

    
src/flash/core/data/utilities/paths.py