This will overwrite all previous metadata.

        Args:
            dataset_info_dir (`str`):
                The directory containing the metadata file. This
                should be the root directory of a specific dataset version.
            storage_options (`dict`, *optional*):
                Key/value pairs to be passed on to the file-system backend, if any.

                <Added version="2.9.0"/>

        Example: