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Diffstat (limited to 'tensorflow/python/autograph/operators/py_builtins_test.py')
-rw-r--r-- | tensorflow/python/autograph/operators/py_builtins_test.py | 131 |
1 files changed, 131 insertions, 0 deletions
diff --git a/tensorflow/python/autograph/operators/py_builtins_test.py b/tensorflow/python/autograph/operators/py_builtins_test.py new file mode 100644 index 0000000000..a021263ffa --- /dev/null +++ b/tensorflow/python/autograph/operators/py_builtins_test.py @@ -0,0 +1,131 @@ +# Copyright 2017 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 py_builtins module.""" + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import sys + +import six + +from tensorflow.python.autograph.operators import data_structures +from tensorflow.python.autograph.operators import py_builtins +from tensorflow.python.framework import constant_op +from tensorflow.python.framework import dtypes +from tensorflow.python.framework import errors_impl +from tensorflow.python.ops import array_ops +from tensorflow.python.ops import tensor_array_ops +from tensorflow.python.platform import test + + +class PyBuiltinsTest(test.TestCase): + + def test_abs(self): + self.assertEqual(py_builtins.abs_(-1), 1) + with self.test_session() as sess: + t = py_builtins.abs_(constant_op.constant(-1)) + self.assertEqual(sess.run(t), 1) + t = py_builtins.abs_(constant_op.constant([-1, 2, -3])) + self.assertAllEqual(sess.run(t), [1, 2, 3]) + + def test_float(self): + self.assertEqual(py_builtins.float_(10), 10.0) + self.assertEqual(py_builtins.float_('10.0'), 10.0) + with self.test_session() as sess: + t = py_builtins.float_(constant_op.constant(1, dtype=dtypes.int64)) + self.assertEqual(sess.run(t), 1.0) + st = py_builtins.float_(constant_op.constant('1.0')) + self.assertEqual(sess.run(st), 1.0) + + def test_int(self): + self.assertEqual(py_builtins.int_(10.0), 10) + self.assertEqual(py_builtins.int_('11', 2), 3) + with self.test_session() as sess: + t = py_builtins.int_(constant_op.constant(1, dtype=dtypes.float64)) + self.assertEqual(sess.run(t), 1) + st = py_builtins.int_(constant_op.constant('1')) + self.assertEqual(sess.run(st), 1) + st = py_builtins.int_(constant_op.constant('1'), 10) + self.assertEqual(sess.run(st), 1) + + def test_int_unsupported_base(self): + t = constant_op.constant(1, dtype=dtypes.float64) + with self.assertRaises(NotImplementedError): + py_builtins.int_(t, 2) + + def test_len(self): + self.assertEqual(py_builtins.len_([1, 2, 3]), 3) + with self.test_session() as sess: + t = py_builtins.len_(constant_op.constant([[1], [2], [3]])) + self.assertEqual(t, 3) + ta = py_builtins.len_(tensor_array_ops.TensorArray(dtypes.int32, size=5)) + self.assertEqual(sess.run(ta), 5) + tl = py_builtins.len_(data_structures.tf_tensor_list_new([3, 4, 5])) + self.assertEqual(sess.run(tl), 3) + + def test_len_scalar(self): + with self.assertRaises(ValueError): + py_builtins.len_(constant_op.constant(1)) + + def test_len_dynamic_shape(self): + with self.test_session() as sess: + p = array_ops.placeholder(dtype=dtypes.int32, shape=None) + t = py_builtins.len_(p) + self.assertEqual(sess.run(t, {p: [1, 2, 3]}), 3) + + with self.assertRaises(errors_impl.InvalidArgumentError): + t = py_builtins.len_(p) + sess.run(t, {p: 1}) + + def test_print_tensors(self): + try: + out_capturer = six.StringIO() + sys.stdout = out_capturer + with self.test_session() as sess: + sess.run(py_builtins.print_(constant_op.constant('test message'), 1)) + self.assertEqual(out_capturer.getvalue(), 'test message 1\n') + finally: + sys.stdout = sys.__stdout__ + + def test_print_complex(self): + try: + out_capturer = six.StringIO() + sys.stdout = out_capturer + with self.test_session() as sess: + sess.run( + py_builtins.print_(constant_op.constant('test message'), [1, 2])) + self.assertEqual(out_capturer.getvalue(), 'test message [1, 2]\n') + finally: + sys.stdout = sys.__stdout__ + + def test_range(self): + self.assertListEqual(list(py_builtins.range_(3)), [0, 1, 2]) + self.assertListEqual(list(py_builtins.range_(1, 3)), [1, 2]) + self.assertListEqual(list(py_builtins.range_(2, 0, -1)), [2, 1]) + + def test_range_tensor(self): + with self.test_session() as sess: + r = py_builtins.range_(constant_op.constant(3)) + self.assertAllEqual(sess.run(r), [0, 1, 2]) + r = py_builtins.range_(1, constant_op.constant(3)) + self.assertAllEqual(sess.run(r), [1, 2]) + r = py_builtins.range_(2, 0, constant_op.constant(-1)) + self.assertAllEqual(sess.run(r), [2, 1]) + + +if __name__ == '__main__': + test.main() |