code: def test_data_io_consistency_input(tuner_fn, tmp_path):
      x1 = test_utils.generate_data()
      y1 = test_utils.generate_data(shape=(1,))
      dataset = tf.data.Dataset.from_tensor_slices(((x1,), (y1, y1)))
      dataset_error(
          dataset, None, dataset, "Expected x to have", tmp_path
      )
  
imports: from unittest import mock
  import keras_tuner
  import numpy
  import pytest
  import tensorflow
  import autokeras
  from autokeras import test_utils
label_desc: Use image node_id 17 for calling a global function with example usage: test_data_io_consistency_input(tuner_fn, tmp_path) without return types