Number of examples per batch provided to `function` if
                `batched = True`. If `batched = False`, one example per batch is passed to `function`.
                If `batch_size <= 0` or `batch_size == None`, provide the full dataset as a single batch to `function`.
            keep_in_memory (`bool`, defaults to `False`):
                Keep the dataset in memory instead of writing it to a cache file.
            load_from_cache_file (`Optional[bool]`, defaults to `True` if caching is enabled):
                If a cache file storing the current computation from `function`
                can be identified, use it instead of recomputing.
            cache_file_name (`str`, *optional*):
                Provide the name of a path for the cache file. It is used to store the
                results of the computation instead of the automatically generated cache file name.
            writer_batch_size (`int`, defaults to `1000`):