message: [tf.data service] Apply dataset options to tf.data service side datasets.
diff: @@ -219,6 +219,9 @@ def _distribute(processing_mode,
  # TODO(b/157105111): Set this to autotune when we have a way to limit
  # memory usage
  dataset = dataset.prefetch(1)
  + # Apply options so that the dataset executed in the tf.data service will
  + # be optimized and support autotuning.
  + dataset = dataset._apply_options() # pylint: disable=protected-access
  dataset_id = gen_experimental_dataset_ops.register_dataset(
  dataset._variant_tensor, # pylint: disable=protected-access
  address=address,
  