tensorflow/contrib/data/python/kernel_tests/optimization/assert_next_dataset_op_test.py

# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Tests for the experimental input pipeline ops."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

from tensorflow.contrib.data.python.ops import optimization
from tensorflow.python.data.ops import dataset_ops
from tensorflow.python.framework import errors
from tensorflow.python.platform import test


class AssertNextDatasetTest(test.TestCase):

  def testAssertNext(self):
    dataset = dataset_ops.Dataset.from_tensors(0).apply(
        optimization.assert_next(["Map"])).map(lambda x: x)
    iterator = dataset.make_one_shot_iterator()
    get_next = iterator.get_next()

    with self.cached_session() as sess:
      self.assertEqual(0, sess.run(get_next))

  def testAssertNextInvalid(self):
    dataset = dataset_ops.Dataset.from_tensors(0).apply(
        optimization.assert_next(["Whoops"])).map(lambda x: x)
    iterator = dataset.make_one_shot_iterator()
    get_next = iterator.get_next()

    with self.cached_session() as sess:
      with self.assertRaisesRegexp(
          errors.InvalidArgumentError,
          "Asserted Whoops transformation at offset 0 but encountered "
          "Map transformation instead."):
        sess.run(get_next)

  def testAssertNextShort(self):
    dataset = dataset_ops.Dataset.from_tensors(0).apply(
        optimization.assert_next(["Map", "Whoops"])).map(lambda x: x)
    iterator = dataset.make_one_shot_iterator()
    get_next = iterator.get_next()

    with self.cached_session() as sess:
      with self.assertRaisesRegexp(
          errors.InvalidArgumentError,
          "Asserted next 2 transformations but encountered only 1."):
        sess.run(get_next)


if __name__ == "__main__":
  test.main()